{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# CS 583 -- Fall, 2021 -- HW 01\n", "\n", "\n", "### Due date: Due Friday, October 1st, @ midnight in GradeScope \n", "\n", "\n", "### General Instructions\n", "\n", "Please complete this notebook by filling in solutions where indicated. Be sure to \"Run All\" from the Cell menu before submitting. \n", "\n", "Please download, run, and digest the material in the following notebook BEFORE starting this homework.\n", "You may freely cut and paste code into your homework:\n", "\n", "https://www.cs.bu.edu/fac/snyder/cs583/Homeworks/IntroAudioProg.zip\n", " " ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "# General useful imports\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import librosa \n", "import librosa.display\n", "from IPython.display import Audio\n", "\n", "from scipy import signal\n", "\n", "%matplotlib inline\n", "\n", "# Basic audio parameters\n", "\n", "SR = 22050 # sample rate default for Librosa\n", "\n", "# Utility functions\n", "\n", "# Round to 4 decimal places\n", "\n", "def round4(x):\n", " return np.around(x,4) \n", " " ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "261.62556530059896" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# create a dictionary of piano key frequencies\n", "\n", "# see https://en.wikipedia.org/wiki/Piano_key_frequencies\n", "\n", "notenames = ['A0', 'Bb0', 'B0', 'C1', 'C#1', 'D1', 'Eb1', 'E1', 'F1', 'F#1',\n", " 'G1', 'Ab1', 'A1', 'Bb1', 'B1', 'C2', 'C#2', 'D2', 'Eb2', 'E2',\n", " 'F2', 'F#2', 'G2', 'Ab2', 'A2', 'Bb2', 'B2', 'C3', 'C#3', 'D3',\n", " 'Eb3', 'E3', 'F3', 'F#3', 'G3', 'Ab3', 'A3', 'Bb3', 'B3', 'C4',\n", " 'C#4', 'D4', 'Eb4', 'E4', 'F4', 'F#4', 'G4', 'Ab4', 'A4', 'Bb4',\n", " 'B4', 'C5', 'C#5', 'D5', 'Eb5', 'E5', 'F5', 'F#5', 'G5', 'Ab5',\n", " 'A5', 'Bb5', 'B5', 'C6', 'C#6', 'D6', 'Eb6', 'E6', 'F6', 'F#6',\n", " 'G6', 'Ab6', 'A6', 'Bb6', 'B6', 'C7', 'C#7', 'D7', 'Eb7', 'E7',\n", " 'F7', 'F#7', 'G7', 'Ab7', 'A7', 'Bb7', 'B7', 'C8', 'R']\n", "\n", "# Create chromatic scale, e.g., as on the piano, as a dictionary \n", "\n", "Freqs = {} \n", "\n", "f = 27.5\n", "\n", "for name in notenames:\n", " Freqs[name] = f\n", " f *= 2**(1/12)\n", "\n", "Freqs['R'] = 0 # a rest (silence) \n", "\n", "# test\n", "\n", "Freqs['C4']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Periodic Signals \n", "\n", "\n", "In this class, a signal $X$ is just a function from non-negative integers into 64-bit floating point numbers:\n", "\n", "$$X\\,:\\, [0,1,.., (N-1)]\\,\\rightarrow\\,[-A..A]$$\n", "\n", "where $t = 0, 1, 2, ...., N-1$ represents time and $A$ is the maximum amplitude of the signal. \n", "\n", "A signal is stored in a Numpy array of size $N$. Several things to keep in mind about this data structure for signals:\n", "\n", "- In general, we will work with signals where $A = 1.0$ but this is not absolutely necessary (`IPython.display.Audio` will scale the signals before playing, so you always get the same loudness); when adding or multiplying signals, we are generally safe from overflow, but when storing a signal in a file it may be useful to scale the signal into the range $[-1.0 .. 1.0]$ by simply dividing all samples by the value of the maximum sample value; \n", "\n", "- When displaying or manipulating a signal, it may be more readable to use seconds rather than sample numbers; it is easy to convert between the two by scaling by the sample rate `SR`:\n", "\n", " duration in seconds = SR * number of samples and number of samples = duration/SR\n", "\n", "SR will generally be 22050 Hz, so each sample represents 1/22050 = 0.00004535 sec (we will generally round floats to 4 significant digits). \n", " \n", "A periodic signal $X$ has a pattern that repeats every $p$ time units, where $p$ is called the period (and can be expressed as the number of samples, or as fractional seconds). Technically, a signal $X$ of length $N$ is periodic if there exists $p>0$ such that\n", "\n", "$$X[x] = X[x+p]\\text{ for } 0\\le x\\lt N-p$$\n", "\n", "The term **cycle** refers to the completion of one period of a signal, so Hertz (Hz) refers to *cycles per second* or *periods per second*. " ] }, { "attachments": { "Screen%20Shot%202020-05-29%20at%2011.23.15%20PM.png": { "image/png": "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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "### Problem 1\n", "\n", " Consider the following signal, created by the formula $y = A \\cdot sin(\\,2\\cdot \\pi\\,\\cdot f\\,\\cdot t + \\phi\\,)$, for some values of the parameters $A$, $f$, and $\\phi$:\n", "\n", "![Screen%20Shot%202020-05-29%20at%2011.23.15%20PM.png](attachment:Screen%20Shot%202020-05-29%20at%2011.23.15%20PM.png)\n", "\n", "

Give values for each of the parameters A, f, and φ under the conditions stated:

\n", " \n", "

(a) A > 0, f > 0, and 0 ≤ φ ≤ 2π.

\n", "

Solution: A = 3, f = 0.5, and φ = 3π/2.

\n", "

(b) A > 0, f > 0, and -π ≤ φ ≤ 0.

\n", "

Solution: A = 3, f = 0.5, and φ = -π/2.

\n", "

(c) A < 0, f < 0 and -π ≤ φ ≤ π.

\n", "

Solution: A = -3, f = -0.5, and φ = -π/2.

\n", "

(d) A < 0, f > 0 and -2π≤ φ ≤ 0.

\n", "

Solution: A = -3, f = 0.5, and φ = -3π/2.

\n", "

(e) A > 0, f < 0 and -2π ≤ φ ≤ -3π.

\n", "

Solution: A = 3, f = -0.5, and φ = -5π/2.

\n", "\n", "Hint: You **could** use code from the IntroToAudioProgramming notebook to check your answers!" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Could test these answers here\n", "\n", "A = 3\n", "f = 0.5\n", "phi = 3*np.pi/2\n", "\n", "plt.figure(figsize=(12,6))\n", "T = np.linspace(0,6,1000)\n", "X = A * np.sin(2*np.pi*f*T + phi)\n", "plt.plot([0,6],[0,0],color='k')\n", "plt.grid()\n", "plt.plot(T,X)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Representing Spectra\n", "\n", "We could represent a spectrum as a list of *(frequency, amplitude, phase)* triples: \n", "\n", "$$[ \\ (\\,f_0,\\, A_0, \\,\\phi_0\\,),\\ (\\,f_1,\\, A_1,\\, \\phi_1\\,),\\, \\ldots \\ ].$$\n", "\n", "All these variables are floating-point, but note carefully the following comments about the units involved:\n", "\n", "- Frequency $f$ is stated in $Hz$ (cycles per second), but the sin function expects an argument in radians, so you will need to convert to radians per second by multiplying by $2\\pi$, as shown in lecture; \n", "- The amplitude of the signal returned by the `sin(..)` function is 1.0 (following normal mathematical practice) and so the amplitude may be left out in simple cases, or you may need to scale the signal with $0" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Returns a signal specified by the spectrum = array of triples (frequency,amplitude,phase) \n", "# The length should be `duration` seconds long. Convert to samples when creating the array. \n", "\n", "# Some defaults have been provided so you can call `makeSignal()` if you just want\n", "# an example signal. \n", "\n", "def makeSignal(S=[(220,1,0)], Amp=1.0, duration=1.0):\n", " X = np.zeros(int(SR*duration))\n", " T = np.arange(len(X))\n", " for (f,A,phi) in S: \n", " X += A * np.sin( 2 * np.pi * f * T / SR + phi ) \n", "#. OR:\n", "# for (f,A,phi) in S:\n", "# for k in range(len(X)):\n", "# X[k] += A * np.sin( 2 * np.pi * f * k / SR + phi ) \n", " return Amp * X / max(X)\n", "\n", "# Test default signal\n", "\n", "X = makeSignal()\n", "displaySignal(X[:441]) # just look at the first 0.01 seconds\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part B\n", "\n", "Using your definition of `makeSignal`, create a square wave of fundamental frequency C4 (Middle C), maximum amplitude 0.8, and length 2 seconds. Display a slice which shows 3-10 cycles and listen to it using `Audio`. " ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "S = makeSpectrum( 'square', 261.63)\n", "\n", "X = makeSignal( S, 0.8, 2.0 )\n", "displaySignal(X[:441]) # just look at the first 0.01 seconds\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part C\n", "\n", "Create an organ signal of fundamental frequency D2, amplitude 0.8, and length 2 seconds. Display the signal so that you can see 3-10 full cycles and listen to it, as in Part B. " ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = makeSignal( makeSpectrum( 'organ', Freqs['D2']), 0.8, 2.0 )\n", "displaySignal(X[:2000]) \n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part D\n", "\n", "Create a bell signal of fundamental frequency C6, amplitude 0.65, and length 1.5 seconds. Display and listen. \n", "This one is pretty irregular, so simply display the first 0.01 seconds" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = makeSignal( makeSpectrum( 'bell', Freqs['C6']), 0.65, 1.5 )\n", "displaySignal(X[:441]) # just look at the first 0.01 seconds\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Problem 3 (Amplitude Envelope Shaping-- Swell)\n", "\n", "The amplitude level of actual musical signals is not constant, of course, and so\n", "we have to think about how to shape the amplitude 'envelope' to create more realistic\n", "musical signals. \n", "\n", "For this problem, you will learn to create a basic amplitude envelope (a *swell*) which takes a signal and modifies it to start at amplitude 0, increase linearly until it reaches its full amplitude halfway through the signal, and then decreases linearly to end at amplitude 0. The signal will thus have a *diamond* shape, e.g., \n", "\n", "\n", "\n", "\n", "\n", "The way we will apply amplitude envelopes is simply to multiply the signal array\n", "by the envelope array. Therefore, an *envelope* will be an array of floats in the range $[0..1]$ which is multiplied by the signal, and results in a new signal in which every sample has been scaled to conform to the envelope. \n", "\n", "

" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part A\n", "\n", "Complete the following template, which should produce the example shown. Do not worry too much about the exact behavior of the envelope at the endpoints and middle; for example, if\n", "you do not exactly hit 1.0 in the center, no worries, you won't hear it!" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def applySwell(X):\n", " N = len(X)\n", " halfway = int(N/2)\n", " Up = (np.arange(halfway)) * 2 / N\n", " Down = 1 - (np.arange(N-halfway))*2/N\n", "# OR:\n", "# Up = [ 2*k/N for k in range(half) ]\n", "# Down = [ 1 - 2*k/N for k in range(N-half)]\n", " return (np.concatenate([Up,Down]) * X)\n", "\n", "# test\n", "\n", "T = np.arange(SR*2)\n", "X = applySwell( makeSignal() )\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part B\n", "\n", "Now you must create a clarinet signal of frequency 392 Hz (D4), amplitude 1.0, and of 5 seconds duration, and apply the swell envelope. As in the last problem, you must display the signal (this time, the entire signal), and also listen to it using `Audio`. " ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = applySwell( makeSignal( makeSpectrum( 'clarinet', Freqs['D4']), 1.0, 5 ) )\n", "# OR:\n", "# X = applySwell( makeSignal( makeSpectrum( 'clarinet', 392), 1.0, 5 ) )\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "attachments": { "Screen%20Shot%202020-05-30%20at%201.28.01%20AM.png": { "image/png": "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" }, "Screen%20Shot%202020-06-05%20at%202.56.17%20PM.png": { "image/png": "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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "### Problem 4 (Amplitude shaping -- Tremolo)\n", "\n", "Tremolo is the constant wavering of amplitude in a signal, typically following a sine wave shape: \n", "\n", "![Screen%20Shot%202020-05-30%20at%201.28.01%20AM.png](attachment:Screen%20Shot%202020-05-30%20at%201.28.01%20AM.png)\n", "\n", "### Part A\n", "\n", "Complete the following template to create a tremolo envelope with the following parameters:\n", "\n", "- Frequency f of the amplitude oscillation; \n", "- Depth d of the oscillation, i.e, by what percentage is the amplitude reduced at the 'bottom' of the tremolo; and\n", "- Duration of the envelope.\n", "\n", "The following diagram shows the effect of the parameter $d$ on the tremolo:\n", "\n", "![Screen%20Shot%202020-06-05%20at%202.56.17%20PM.png](attachment:Screen%20Shot%202020-06-05%20at%202.56.17%20PM.png)" ] }, { "cell_type": "code", "execution_count": 76, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 76, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def applyTremolo(X,f,d):\n", " T = np.arange(len(X))\n", " E = (d/2) * np.sin( 2 * np.pi * f * T / SR ) + (1.0 - d/2) \n", "# OR:\n", "# N = len(X)\n", "# E = np.array([ (d/2) * np.sin( 2 * np.pi * f * k / SR ) + (1.0 - d/2) for k in range(N) ]) \n", " plt.title(\"amplitude envelope for tremolo:\")\n", " plt.ylim([0.0,1.1])\n", " plt.plot(E)\n", " plt.show()\n", " return X * E\n", "\n", "# Test it\n", "\n", "\n", "X = applyTremolo(makeSignal(duration=3), 2,0.0)\n", "# plt.figure(figsize=(12,6))\n", "plt.title(\"d = 0.0 (no tremolo effect)\")\n", "plt.plot(X)\n", "plt.show()\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part B\n", "\n", "Now create a steel string guitar signal of frequency 220 Hz, amplitude 0.75, and duration 3 seconds,\n", "then apply a tremolo with frequency 6 Hz and depth 0.2. Display it and listen to it using `Audio`. " ] }, { "cell_type": "code", "execution_count": 77, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 77, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = makeSignal( makeSpectrum( 'steelstring', 220.0), 0.75, 3 )\n", "X = applyTremolo(X,6,0.2)\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part C\n", "\n", "Now create a bell signal of frequency 2093 (C7) Hz, amplitude 0.6, and duration 4 seconds,\n", "then apply a tremolo with frequency 3 Hz and depth 0.5. " ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 78, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = makeSignal( makeSpectrum( 'bell', 2093.0), 0.6, 4 )\n", "X = applyTremolo(X,3,0.2)\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part D\n", "\n", "Finally, create an organ signal of frequency 97.999 (G2) Hz, amplitude 0.85, and duration 4 seconds,\n", "then apply a tremolo with frequency 8 z and depth 0.2. " ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = makeSignal( makeSpectrum( 'organ', 97.999), 0.85, 4 )\n", "X = makeSignal( makeSpectrum( 'clarinet', 220.0), 1.0, 4 )\n", "X = applyTremolo(X,50,0.3)\n", "displaySignal(X,title=\"Tremolo: Freq=\"+str(50)+\" Hz, Depth=\"+str(0.3))\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " ### Amplitude Modulation: ADSR envelopes\n", " \n", " When trying to synthesize a musical note, we have to deal with the way various instruments shape the amplitude envelope. Typically, this shape can be defined by\n", " \n", "- Attack: How the signal grows from 0 to an initial maximum value;\n", "- Decay: How the initial maximum decreases somewhat after the initial impetus of the sound;\n", "- Sustain: The portion of the note where the amplitude is fairly constant; and\n", "- Release: The end of the note, where the note fades away.\n", "\n", "The attack and decay phases will be described by linear functions, but the\n", "release phase is described by an exponential decay function. \n", "\n", "One could also create an exponential increase for the attack, exponential decay\n", "for the decay, however, these phases are typically short and it would be difficult\n", "to actually hear the difference, so a simpler implementations seems appropriate. \n", "\n", "Not all notes created by all instruments follow this exact sequence, and some\n", "parts might be missing: for example, pianos, guitars, and percussion instruments\n", "have no sustain phase, as the note, once struck, starts to die away immediately.\n", "Organs have essentially no decay or release phase. Many instruments can vary\n", "the amplitude arbitrarily, and so a constant-amplitude sustain phase may not\n", "be realistic. \n", "\n", "Nevertheless, this is a good first approximation, and it can be refined by adding\n", "other features, such as tremolo. \n", "\n", "We will consider three basic envelopes for wind, percussion (including guitar and piano), and for organ. " ] }, { "attachments": { "Screen%20Shot%202021-09-24%20at%208.18.18%20PM.png": { "image/png": "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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "### Problem 5 (ASDR Envelopes)\n", "\n", "In this problem you will write a function `getADSR` which will create an envelope\n", "with the following shape and parameters:\n", "\n", "![Screen%20Shot%202021-09-24%20at%208.18.18%20PM.png](attachment:Screen%20Shot%202021-09-24%20at%208.18.18%20PM.png)\n", "\n", "- A, D, S, R (Attack, Decay, Sustain, Release) = relative length of each phase as a percentage of the whole Duration;\n", "- L = relative level during sustain phase, e.g., 0.5 is sustain at half max value; and\n", "- H = relative half-life of exponential decay during R phase (time for amplitude to be reduced by half), as a percentage of the Duration.\n", "\n", "Note carefully that all the values are in the range $[0..1]$ and that\n", "we must have $A+D+S+R = 1.0$ (these are fractions of the whole duration, whatever that is). \n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part A\n", "\n", "Complete the following template. One approach is to create the envelope (a list of floats) first,\n", "one phase as a time, and then apply it to the signal; alternately you can\n", "adjust the signal itself using the parameters. I found the first approach much\n", "less confusing, because keeping track of the indices is a real pain in the second approach. \n", "\n", "The `duration` is simply the length of $X$ (the number of samples). " ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0.9 0.89981141 0.89962286 0.89943434 0.89924587 0.89905744\n", " 0.89886904 0.89868069 0.89849237 0.8983041 ]\n", "[0.9 0.89981141 0.89962286 0.89943434 0.89924587 0.89905744\n", " 0.89886904 0.89868069 0.89849237 0.8983041 ]\n" ] } ], "source": [ "R = 10\n", "H = .15\n", "L = 0.9\n", "RX = L*2.0**(-np.arange(R)/(SR*H))\n", "print(RX)\n", "RX = np.zeros(R) \n", "for k in range(R):\n", " RX[k] = L*2.0**(-k/(SR*H)) \n", "print(RX)" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 53, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def applyADSR(envelope, X):\n", " (A,D,S,R,L,H) = envelope\n", " duration = len(X)\n", " \n", " A = int(A*duration) # convert from seconds to sample count\n", " D = int(D*duration)\n", " S = int(S*duration)\n", " R = duration - (A+D+S) # to make sure floating point arith didn't screw up the count\n", " \n", " # make attack phase\n", " AX = np.arange(A) / A\n", "#. OR:\n", "# AX = np.zeros(A) \n", "# for k in range(A):\n", "# AX[k] = k/A\n", " \n", " # make decay phase\n", " DX = 1 + np.arange(D) *(L-1)/D \n", "#. OR:\n", "# DX = np.zeros(D) \n", "# for k in range(D):\n", "# DX[k] = 1+k*(L-1)/D \n", " \n", " # make sustain phase\n", " SX = np.ones(S) * L\n", "#. OR:\n", "# SX = np.zeros(S) \n", "# SX.fill(L) \n", " \n", " # make release phase\n", " RX = L*2.0**(-np.arange(R)/(SR*H)) \n", "#. OR:\n", "# RX = np.zeros(R) \n", "# for k in range(R):\n", "# RX[k] = L*2.0**(-k/(SR*H)) \n", " \n", " E = np.concatenate([AX,DX,SX,RX])\n", " return E * X\n", "\n", "# Test with default signal\n", "\n", "X = makeSignal()\n", "E = (0.05, 0.05, 0.75, 0.15,0.8,0.04)\n", "X = applyADSR(E,X)\n", "\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "T = np.arange(SR*2)\n", "X = makeSignal([(200,0.6,4)])\n", "E = (0.05, 0.05, 0.75, 0.15,0.8,0.04)\n", "X = applyADSR(E,X)\n", "\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part B\n", "\n", "Now take some typical envelopes for wind, percussion, and organ, and for each, apply it to\n", "the appropriate signal (clarinet, steel string guitar, and organ) with a frequency\n", "of 261.63 (Middle C), amplitude of 0.8, and duration of 3 seconds. \n", "\n", "For each, display the whole signal and listen to it with `Audio`." ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ "wind_envelope = (0.06,0.04,0.8,0.1,0.5,0.1)\n", "X = makeSignal( makeSpectrum( 'clarinet', 261.63), 0.8, 3 )\n", "X = applyADSR(wind_envelope,X)\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 56, "metadata": {}, "output_type": "execute_result" } ], "source": [ "percussion_envelope = (0.02,0.0,0.0,0.98,1,0.5)\n", "X = makeSignal( makeSpectrum( 'steelstring', 261.63), 0.8, 3 )\n", "X = applyADSR(percussion_envelope,X)\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" } ], "source": [ "organ_envelope = (0.02,0,0.96,0.02,1,0.01)\n", "X = makeSignal( makeSpectrum( 'organ', 261.63), 0.8, 3 )\n", "X = applyADSR(organ_envelope,X)\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part C\n", "\n", "Now we will investigate how the tremolo and the ADSR envelopes might work together.\n", "The problem is that tremolo is generally created by the player, and does not\n", "apply during the attack and decay phase. We *could* rewrite the ASDR function\n", "to only apply tremolo during the attack and release phases, but for\n", "now we will simply apply the tremolo to signals which have a fast attack and\n", "little or no decay, such as the guitar or bell. \n", "\n", "Create a bell sound with frequency 1036.5, amplitude 1.0, of duration 6 seconds,\n", "then apply the percussion envelope,\n", "and THEN apply tremolo with a frequency of 2 and a depth of 0.2. \n", "\n", "Display the whole signal and listen to it with `Audio`." ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = makeSignal( makeSpectrum( 'bell', 1036.5), 1.0, 6 )\n", "X = applyTremolo( applyADSR(percussion_envelope,X), 2,0.2)\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "attachments": { "Screen%20Shot%202020-06-05%20at%203.42.45%20PM.png": { "image/png": "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" }, "Screen%20Shot%202020-06-05%20at%203.44.12%20PM.png": { "image/png": "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" }, "Screen%20Shot%202020-06-05%20at%204.00.05%20PM.png": { "image/png": "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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "### Problem 6: Amplitude Shaping with Sliding Window Analysis\n", "\n", "We have one more possibility to explore with shaping the amplitude envelope of a signal, which is\n", "to measure the actual amplitude envelope of a real signal, and then use the natural shape of the\n", "note to shape other (perhaps synthesized) signals. \n", "\n", "In order to do this, we need to think about how to actually measure the amplitude in small segments regularly spaced across the signal. \n", "\n", "To analyze a (large) signal with $N$ samples, we usually measure a small \"window\" of the signal, \n", "perhaps 1000 to 10,000 samples (or about 20 - 200 milliseconds), to extract some useful measure\n", "of a continuously-varying quantity or quantities. Next week we will use this to extract spectra from\n", "musical signals, but for now we will warm up with analyzing the amplitude envelope of a signal. \n", "\n", "### Sliding Window Analysis\n", "\n", "In this form of signal analysis, we define two pointers to indices in the signal, delimiting a window of size $(hi - lo)$ samples, that is:\n", "\n", "![Screen%20Shot%202020-06-05%20at%204.00.05%20PM.png](attachment:Screen%20Shot%202020-06-05%20at%204.00.05%20PM.png)\n", "\n", "\n", "We will *slide* this window across the signal, moving it forward by a percentage of the window size each time; he is an example of a window size of 4410 samples (0.1 sec), moving forward by 50%, so that the next window overlaps the old by 50%:\n", "\n", "![Screen%20Shot%202020-06-05%20at%203.42.45%20PM.png](attachment:Screen%20Shot%202020-06-05%20at%203.42.45%20PM.png)\n", "\n", "\n", "Windows do not *have* to overlap at all, for example we could set the overlap to 0.0:\n", "\n", "![Screen%20Shot%202020-06-05%20at%203.44.12%20PM.png](attachment:Screen%20Shot%202020-06-05%20at%203.44.12%20PM.png)\n", "\n", "Typically, however, we overlap between 20% and 50% (50% is a typical overlap for the Fourier Transform, as we shall see in the next part of the course). The reason we use a non-zero overlap is similar to the use of the *weighted moving average* we discussed last week: we do not want sharp edges or discontinuities in our envelope, so the overlap *smoothes* the transitions. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part A: Creating amplitude envelopes with sliding windows\n", "\n", "Complete the template below to extract a sequence of amplitude numbers (in the range [0..1]) measuring the maximum amplitude in each window as it slides across the signal. From this, you must create an envelope the same length\n", "as X which can be applied to signal of constant amplitude 1.0 (created by `makeSignal`) which will then have the same amplitude envelope as X. \n", "\n", "At the end of the signal, the last couple of windows may not be complete (if the N/window_size is not an integer, and depending on the overlap), but you should still take the maximum of each and add it to the plot. (Usually, we will pick the overlap and window size so that this will not happen.)\n", "\n", "You may take the maximum of the absolute values of the amplitudes if you wish, but the difference will not\n", "be noticable. \n" ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [], "source": [ "\n", "def getAmplitudeEnvelope(X, window_size=441, overlap=0.5):\n", " E = np.zeros(len(X))\n", " skip = int((1-overlap)*window_size) \n", " for k in range(len(X)):\n", " if( k % window_size == 0): # beginning of a new window, calculate max in this window\n", " m = max(X[k:(k+window_size)])\n", " E[k] = m\n", " return E \n", "\n" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[0.70009655 0.70009655 0.70009655 ... 0.03976445 0.03976445 0.03976445]\n" ] } ], "source": [ "X, sr = librosa.load('SteelString.wav')\n", "A = getAmplitudeEnvelope( X )\n", "\n", "plt.figure(figsize=(12,6))\n", "plt.plot(A)\n", "plt.show()\n", "\n", "print(A)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part B\n", "\n", "Create an amplitude envelope from the `SteelString.wav` signal, then then \"fill\" it with a signal from the `steelstring` spectrum (as defined above). The frequency should be 220 Hz. \n", "\n", "Listen to both and compare!" ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X, sr = librosa.load('SteelString.wav')\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "44100" ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(X)" ] }, { "cell_type": "code", "execution_count": 63, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAtEAAAGDCAYAAADtZ0xmAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAA6P0lEQVR4nO3deXxcZ33v8e9Po9G+2JZted9iJ46zJ8IhZE8IZCFNoECTcCGEJUBJKYVycYGyFLjXUGiBNiWYEAgtYeklgTT7QkJIQhZntR3b8W7LmyzLtvZlZn73D40UWdYyxzOjM5I+79fL0ZxznnPOb6SJ9J1nnvMcc3cBAAAASF1e2AUAAAAAow0hGgAAAAiIEA0AAAAERIgGAAAAAiJEAwAAAAERogEAAICACNEAMAqY2fvM7KEROM8FZlab7fMAwGhHiAaAHGFm55jZ02Z2yMwazOwpM3uTJLn7L9z9bSHXN8vMDpjZOX3WzU6uOzPM2gBgpBGiASAHmFmFpHsk/ZukSZJmSvqapI4w6+rL3WslfV7SrWZWlFz9I0k/dfdnw6sMAEYeIRoAcsOxkuTuv3T3uLu3uftD7v6qJJnZB83syZ7GZvY2M1uf7LX+DzP7o5l9pG9bM/tOspd4i5ld1mffG8xsrZk1mdlmM/tYgDp/LGm3pK+Y2fWSjpP0pQw8fwAYVQjRAJAbXpcUN7PbzewyM5s4WEMzmyzp/0n6B0lVktZLeku/Zmcm10+W9G1JPzEzS26rk/QOSRWSbpD0r2Z2eipFurtL+oikv5b0PUkfdffWlJ4hAIwhhGgAyAHu3ijpHEmu7t7efWZ2t5lVD9D8cklr3P1Od49J+oGkPf3abHP3H7t7XNLtkqZLqk6e61533+Td/ijpIUnnBih3m6RdkholPRFgPwAYMwjRAJAj3H2tu3/Q3WdJOlHSDHX39vY3Q9KOPvu5pP4zauzps72np7hMkpI93c8kL148qO5QPjlAqcsk7Vd3j/bfB9gPAMaM/LALAAAcyd3XmdnPJA00Xnm3pFk9C8lhGrMGaHcEMyuU9FtJH5D0e3fvMrPfSbIhd3xj/yWSPqfu4SIFkp40s9+6+4ZU9geAsYKeaADIAWa22Mw+a2azksuzJV0r6ZkBmt8r6SQzu9rM8iV9UtK0FE9VIKlQ0j5JseQFhylNnWdmeZJ+Iunb7r4uedHjDySt6DPeGgDGBUI0AOSGJnX37j5rZi3qDs+rJX22f0N3r5f0HnVfMLhf0hJJK5XCdHju3iTpU5J+I+mApOsk3Z1ijX8rqSR53h5fV3eA/0iKxwCAMcG6h9IBAEarZA9xraT3uftjYdcDAOMBPdEAMAqZ2dvNbEJyjPMX1D2meaChHwCALMhIiDaz28yszsxWD7LdzOwHZrbRzF7tOx+pmV2avGHARjNblol6AGAcOEvSJkn1kq6UdLW7t4VbEgCMHxkZzmFm50lqlvRzdz9xgO2XS/obdU+jdKak77v7mWYWUfcNBi5R90eRz0u61t1fS7soAAAAIEsy0hPt7k9IahiiyVXqDtju7s9ImmBm0yUtlbTR3Te7e6ekXyXbAgAAADlrpMZEz1SfGwOou9d55hDrAQAAgJw1UjdbGWj+UB9i/ZEHMLtR0o2SVFpaesbixYszVx0AAAAwgBdeeKHe3af0Xz9SIbpW0uw+y7Mk7VL3pP8DrT+Cu6+QtEKSampqfOXKldmpFAAAAEgys20DrR+p4Rx3S/pAcpaON0s65O671X0h4SIzm29mBZKuUeqT/gMAAAChyEhPtJn9UtIFkiabWa2kr0iKSpK73yLpPnXPzLFRUqukG5LbYmZ2k6QHJUUk3ebuazJREwAAAJAtGQnR7n7tMNtd0icH2XafukM2AAAAMCpwx0IAAAAgIEI0AAAAEBAhGgAAAAiIEA0AAAAERIgGAAAAAiJEAwAAAAERogEAAICACNEAAABAQIRoAAAAICBCNAAAABAQIRoAAAAIiBANAAAABESIBgAAAAIiRAMAAAABEaIBAACAgAjRAAAAQECEaAAAACAgQjQAAAAQECEaAAAACIgQDQAAAAREiAYAAAACIkQDAAAAARGiAQAAgIAI0QAAAEBAhGgAAAAgIEI0AAAAEBAhGgAAAAiIEA0AAAAERIgGAAAAAiJEAwAAAAERojPkAz95VjsaWsMuAwAAACMgP+wCxoonNtTrv57dppe3H9T/vvQ4bdjbrDcvqNK8yaVhlwYAAIAMy0iINrNLJX1fUkTSre6+vN/2z0l6X59zHi9pirs3mNlWSU2S4pJi7l6TiZrC8KM/bpYk/eUP/yxJuv6sufraVSeGWRIAAACyIO0QbWYRSTdLukRSraTnzexud3+tp427/7Okf062v1LS37l7Q5/DXOju9enWkmsSHnYFAAAAyIZMjIleKmmju292905Jv5J01RDtr5X0ywycN+fVHmCMNAAAwFiUiRA9U9KOPsu1yXVHMLMSSZdK+m2f1S7pITN7wcxuHOwkZnajma00s5X79u3LQNnZ99j60VEnAAAAgslEiLYB1g02kOFKSU/1G8pxtrufLukySZ80s/MG2tHdV7h7jbvXTJkyJb2KAQAAgDRkIkTXSprdZ3mWpF2DtL1G/YZyuPuu5Nc6SXepe3gIAAAAkLMyEaKfl7TIzOabWYG6g/Ld/RuZWaWk8yX9vs+6UjMr73ks6W2SVmegJgAAACBr0p6dw91jZnaTpAfVPcXdbe6+xsw+ntx+S7LpOyU95O4tfXavlnSXmfXUcoe7P5BuTQAAAEA2ZWSeaHe/T9J9/dbd0m/5Z5J+1m/dZkmnZKKGsWTPoXY1tnfp2Opybd7XrENtXVo8rULFBZGwSwMAAIC4Y2HO+btfv6y7XtopSVp22WI9uGaPXtp+UJK0dfkVIVYGAACAHoToHNMToCVp+f3rQqwEAAAAg8nEhYXjSntXXA0tnZKkRMLV3hUPuSIAAACMNHqiA/jVc9v1hbtWaXJZof7zw2fq7ld26ubHNulTFy0MuzQAAACMIEJ0AN+4d60SLtU1dejt33uid/0P/rAxxKoAAAAw0hjOEUDCB7sRIwAAAMYTQjQAAAAQECEaAAAACIgQDQAAAAREiAYAAAACIkQDAAAAARGic8j+5o6wSwAAAEAKCNFZdrC184h1LR0xNbZ3qT4Zmjfta9aug2064xuPBD7+/7yySz98fKMSCabfAwAAGCncbCXLzvnWY1r9tbfrtV2N2nmwTZcsqdbf/PIlvVp7UPXNRwbsIY+1/A+651PnqLwoqr+540W9u2aWvnDXKjW1x/StB9br4sVTNbeqVLFEQl/7ixNkZkccoyMWV2F+5LB1npz/eqD2AAAAOJL5KLyBSE1Nja9cuXLEz7voi/epKx7u9+uYKaXatK8lpbZPLbtIMyqL9NyWBp0+d6IkadEX79f6b1yqwvyI3F27DrXrx09sVnNHTN95zynZLB0AAGDUMbMX3L2m/3p6ogOYWFKguqZwxy2nGqAlafl9a/U/r+7uXf6rmtmSpGt+9Iw27WtWY3vssPaEaAAAgNQQosewvgFakn69cock6aUdB0OoBgAAYOzgwkIAAAAgIEJ0AIlROH48iCc31OvGn69ULJ5QPOE691t/0H89s02tnbHhdwYAABhHGM4RQNDZNEab//WTZyVJC794v6orCrW3sUNf+t1qzZhQpIsWV4dcHQAAQO6gJzqA4mhk+EZjxN7GNy6gHOMd8AAAAIERogEAAICACNEBtHfFwy4hFPREAwAAHI4QHcCU8sKwSwhFaSFD5wEAAPoiRGNYedwNHAAA4DCEaAAAACAgQjQAAAAQECEaAAAACIgQDQAAAATEtAsY1h/W1cklvXlBldbsOqSOWELzq0o1sbQg7NIAAABCQYjGsH70xGb96InNR6zfuvyKEKoBAAAIH8M5AAAAgIAyEqLN7FIzW29mG81s2QDbLzCzQ2b2cvLfl1PdFwAAAMg1aQ/nMLOIpJslXSKpVtLzZna3u7/Wr+mf3P0dR7kvAAAAkDMy0RO9VNJGd9/s7p2SfiXpqhHYFwAAAAhFJkL0TEk7+izXJtf1d5aZvWJm95vZCQH3lZndaGYrzWzlvn37MlA2AAAAcHQyEaJtgHXeb/lFSXPd/RRJ/ybpdwH27V7pvsLda9y9ZsqUKUdbKwAAAJC2TIToWkmz+yzPkrSrbwN3b3T35uTj+yRFzWxyKvsid/3rw+vVFU8okRjwfQ8AAMCYlYl5op+XtMjM5kvaKekaSdf1bWBm0yTtdXc3s6XqDu/7JR0cbl/kru8/ulG/fXGnag+0aWJJVCfMqNQXrzhex0+vCLs0AACArEo7RLt7zMxukvSgpIik29x9jZl9PLn9FknvlvQJM4tJapN0jbu7pAH3TbcmjJzaA22SpAOtXXpyY71W1R4iRAMAgDEvI3csTA7RuK/fulv6PP53Sf+e6r4Yve5fvVvvfdPs4RsCAACMYtyxEBn12PrUZ05xdz26dm8WqwEAAMiOjPREA339/qWduuq0mWrviiuecJUW5uvnT2+VS9p5sE0NLZ2qb+rQgilluu2pLdq6/IqwSwYAAAiEEI2M+9tfv6y//fXLw7Z7/HXm+wYAAKMTwzkAAACAgAjRyAkdse6hH5LU2hlTe1c85IoAAAAGx3AOhO6DP31Oj6/fp7ccU6VFU8v0zOYGrd/bpKtOnaHvX3Na2OUBAAAcgZ5ohO7x5IweT2/ar9v/vE3r9zZJkn7/MjevBAAAuYkQDQAAAAREiAYAAAACIkQDAAAAARGiAQAAgIAI0QF0xBJhlzDuXPlvT2p/c4de39uk6378jP7zmW3qiDH9HQAACBdT3AXQ1N4Vdgnjzqqdh3TGNx7pXX56035tqmvWV//ihBCrAgAA4x090QEURSNhlwBJv395Z9glAACAcY4QDQAAAAREiMaok7w7OAAAQGgI0QG0dnJBWy6I5FnYJQAAgHGOEI1RZ2JJNOwSAADAOEeIxqhzqK1LccZ0AACAEDHFHUad+uZOXfCdx7S4ukJnHVOl6ZVFKiqI6MLjpoZdGgAAGCcI0RiVdjS0aUdDmx5eu7d33dblV4RYEQAAGE8YzgEAAAAERIgGAAAAAiJEAwAAAAERojFmdMSOnMfb3dXQ0hlCNQAAYCzjwkKMGcd96QHdfN3pWrPrkP7j8U361EULVVEc1TfuXctFhwAAIKMI0RhTPnnHi72Pf/CHjSFWAgAAxjKGcwAAAAABEaIBAACAgAjRGBf2NrarK55QS0dMW+tb9N8rd2j1zkNhlwUAAEYpxkRjXDjz/zx6xLqFU8v0yGfOD6EaAAAw2hGiMW7tb+4Iu4Sccf+q3WrqiOmchZPV3hXX6l2Nqiot0KLqMk0tLwq7PAAAck5GQrSZXSrp+5Iikm519+X9tr9P0ueTi82SPuHuryS3bZXUJCkuKebuNZmoCRhOe1ci7BJG3M2PbdTDr+3Vtv0tumhxtaaUF+qWP24acp+g0wPuOtimg61dauuKa0dDqwrz8/Tnzfv11StPUH1Lh6aUFcrMtPNgm0oLIioviiqSZ+k8LQAARlzaIdrMIpJulnSJpFpJz5vZ3e7+Wp9mWySd7+4HzOwySSskndln+4XuXp9uLUAQbV1H3pxlLPnDur0qyo8okmeqb+7UPz+4Tlv3t/Zu/+2LtSkd5+UdB3XijApF8kxm3WF396E2TSwpUFE0cljbF7Y16CO3r9SB1q4jjvPzP28b8Pj/+9Lj9NFzFyga6b5EI5Fw5RGqAQA5LhM90UslbXT3zZJkZr+SdJWk3hDt7k/3af+MpFkZOC8wrrV1xvXH1+t06YnT1RGLa0t9i46dWq59zR16fH2dPv/bVRk5z9U3PzXg+pkTirXzYFvvcjRi6op74ON/+4H1+vYD61VdUajSgnxtrm+RJG345mW9wRoAgFyTiRA9U9KOPsu1OryXub8PS7q/z7JLesjMXNKP3H3FQDuZ2Y2SbpSkOXPmpFUwIEmjqbPzhW0HNH9yqfIjpoqiqBIJ1xMb9unj//Xi8DtnSd8ALemoAnRfexs7JL0xTv3V2kM6Y+7EtI4JAEC2ZCJEDxRFBvxramYXqjtEn9Nn9dnuvsvMpkp62MzWufsTRxywO1yvkKSampr0/loDkhIuffhnz2vVzkO64ez5qq4o1NfveU0nzqzU7TcsHfEhBRvrmnTHs9v15MZ6fey8Y5QfMd398i5VFkd150s7j2g/uaxwROsbaX/5w6d17dLZ2t7QquryIp11TJVOmzNBC6eWh10aAAAZCdG1kmb3WZ4laVf/RmZ2sqRbJV3m7vt71rv7ruTXOjO7S93DQ44I0UA2PLquTpL0rQfW9a7704Z6xd2VN+D7w+z58RNb9OuV3R/qfPa/Xxm2ff04mF3kl8+98SHXnS/tVEF+nl7/xmUhVgQAQLdMDDh8XtIiM5tvZgWSrpF0d98GZjZH0p2S3u/ur/dZX2pm5T2PJb1N0uoM1ASkZXtDq5o7YnJ37Wvq0KHWLnXFszubR3tsbF/omAmdsfE3owoAIDel3RPt7jEzu0nSg+qe4u42d19jZh9Pbr9F0pclVUn6j+TV/T1T2VVLuiu5Ll/SHe7+QLo1Aem6+Lt/HHB90OnegphUWpC1Y48lX/ufNTp5VqXiCenF7Qd08sxK7W/p1L6mDn35HUuUl2eKxRPKM9Mzm/frzAVVTKEHAMg4cx99w4tramp85cqVI37eecvuHfFzIrdkKkR/4r9eUHNHTEvnTVJXPKEXtx/UkxuZ5TEbfvfJs3Xq7AlhlwEAGKXM7IWB7mPCHQuBEbaxrln3r94jqXv8NbIrnkgonnDFEgkV5kcUiyfUHksoGjEV5keGPwAAAAMgRANZ9NyWBv3PK7t0x3PblWfS1PKiI6aGQ3b95Q//POD64mhEa79+6QhXAwAYKwjRQBa990dvBLi4jpxbGeFp64rrTd94RDddtFDbG1r1+5d36oy5E/W+M+fqvGOnhF0eACDHEaKBAOYtu1dvP6Fa+Xl5qmtq1/HTKvSPVy7hznqj1L7mDn3l7jW9yw+u2asH1+zN6gWkAICxgRANBPTgmr29j5/fekB7Gtv1wbfMU2N7l3YebNfx08sVi7ue39oQYpUAACCbCNFAmh56ba8eem3v8A0BAMCYwWfQANBP7YFWdcYSGo1TgAIARgY90QDQzznfeuyIdeu+fqmKokdOibf7UJumVxaPRFkAgBxCiAaAFCz+xwcUyTPFE0f2Tq/52ttVWvjGr9OeHuzk3VgBAGMQIRoAUjRQgJakb967Vuv2NGrXoXbtOdR+xPaFU8tUEMnTa7sbJUm/+dhZWjp/UlZrBQBkFyEaANJ0x3Pbh9y+sa75sOWH1uxRWWG+qsoKZCYdbO1SWWG+ZkxgWAgAjBaEaAAYYbc+uUW3PrnliPXMTw0AowezcwBAjrj1T5tV19SudXsatbGuWbUHWgcdQgIACBc90QCQI75x71p94961h6277MRp+uH/OiOkigAAgyFEB3Dq7Al6ecfBsMsAMI7cv3qPvvfw62psj6mqrEAdsYS2729RZXFUNfMm6spTZoZdIgCMS4ToAGZNLB40RJskPnQFkA3fe3TDgOtv//M2dcVd6/Y0aW5VicoK8/W9Rzbokc+cr0ge0+sBQDYRojOEAA0gDJ/5zStHrFu185DKCvNVmJ+nhLu64q79zR2qb+7UtMoiLZ5WrrauuLbUt2hqeaGKoxE1d8RUFI1oQklU0UieOmIJlRUO/CcikXCt39ukzlhCsYSr9kCr2rviqq4oUn1zp/YcalPNvEkqK8zXA6v36NF1e1VSkK+SgojW7GrU9MoiTSotUCzu+ukNbxrwJjYAkOsI0QAwxlx981NZO3ZRNE/tXYm0jtHQ0tn7ePE/PnDE9g+dPU8lBflaveuQplUUaebEYr2+t1n7mjp03rGTtb+5U/ev3q3ZE0s0c0Kx7nxpJzObABhxhOhRoueDWXq8AYQp3QCditue2jrotmc27+99vOvgGze2mbfsXpUWRjRrQrHW7+2el3vWxGJ96Ox5+tA5C7JWK4DxixA9SoQVnhnrDWC0aOmI9wZoSao90KZ/umetntq0X+cunKyyoqie3livwmievnD58SovioZYLYDRjhCdRWMhgI72+gHg0bV1enRt3WHryoui+sLlx4dUEYCxgBCdRaM1gI6F8A8AQ1nxxGateGJz7/JJMys1a2Ixc3IDSBkhGr3yTEr4wAG6ZxsAjEWrdh7Sqp2H9Ni6Os2eVKxYwrVhb7MmlRZoemWRXt/bpLcsnKyImfIjppaOuA60dur5LQ3a3tCqDXXNmldVokXV5XpsXZ2a2mO6/i3zNKm0QHsOtSuWSGjWxGIlXGrrjGvBlFIVRSOKJ1x5ZqoqLVDeANMStnfFFUu4mtq7dLC1S/GEq6Ioqg11TfrEL17U7InFOnvhZL2y46BW7TykPDPF+vyyLsjPU2ds4HHspYURXbS4Wt+46kSVFeXL3dXWFVdxNKJYwtXY1qWES3F3lRZE1NYV17b9rdp1sE3xhGvHgTYVREzzJpdqy74WbW9o1ZkLqrR4Wrl2NLSqrqlDc6tKZGb6fy/Uas6kYh1bXa6WjrgqivN17sIpKi/KVyzRfd7ywnzF3bXrYJsmlhbIE1J7LK62zrgK8vN0oLVT9766W5E805vmTdKB1k49tbFei6dV6Iy5E1UUjSg/YiotyFdLZ0wmacGUsmy9ZACZ++hLRjU1Nb5y5coRP+9Nd7yoe17dndVzHE1YHc09x6O5dgBAbvvMJcfq7IVV2n2oXS0dMS2ZXqn5U0pVlJ+n/EiepO4pG/PyTO1dcUnSroNt2tfUoYmlBSqI5OmlHQf0d78+fCpJM8m9+2/2O06eoctPmqa6pg69uO2AFlWXqyga0ePr69TWGddbFk5WYX6e8vNMHzv/mBH/HiB9ZvaCu9ccsZ4QnbqRCNHjFWEaADAeTCopUEPrG9M8lhZG1NIRV2F+niJ5poR7SrPgXLt0jqorCrW9oVULp3b3uDe2xbTsssVZq328GixEM5wDgWUj8BKgAQDjQd8ALXXPKiNJHYMMuxnML5/bPuD6W/646Yh1Hzp7vj5y7nw1tnepKL972Et7V1ydMde05M2P+oonXJE8k7vLzHrX9Qw4Gmjo0XhEiB7HjjYMu974KCvwOZP70fMMAMDIuO2pLbrtqS0ZOdaiqWX66l+coDmTSiRJOw+2qaQgoiXTK3qHyIwXhOgxKpWQmk6IDRqge+rp2S+bAbrnXAR1AAAya0Nds95367PDtistiCjh0j2fOkdVpQVq70qovrl7rHlZQb52HGjViTMrR6Di7CFE54DxMDxiJOvxfl8xNN5sAAAyraWze5jKxd/9Y6D9ppQXqqMrrsb2mGZNLFZVWaFe2XFQNXMn6r8/flbv8JJcQIjOAWMtwORqKMvVusLW/3vC9wkAEJZ9TR29j2sPtKn2QJskaeW2A2ruiOXUnUbH1+AVZFXPm8NcDWDp1pU7732DC/LGvef7NNLPd7jzpVpPOnWP5p8xAIx1uZYvMhKizexSM1tvZhvNbNkA283MfpDc/qqZnZ7qvkiP9fuaTaNwtsReqXx/Bnp6R/OpUs8+I/Ez6TnH0fxs+u4yVK2Zeh5H9Ijb0NuP9jhD1Zvqc84EAjsAjG5ph2gzi0i6WdJlkpZIutbMlvRrdpmkRcl/N0r6YYB9kQbGB6fmaL8/PeE0SCDK1MWVRxv8j8ZQvdPZem1l6k1Z/+McbRgPyjT0m6xMvSlLqZYQ3riNluMCwNHKRE/0Ukkb3X2zu3dK+pWkq/q1uUrSz73bM5ImmNn0FPcFct5ggSubf/gHGsucbbwZG9hAn/j0nY0mVf3flKUSqlN6MzXEG7dMf1qVylPumWI2yFSzQx13oOP0vnEY4hz9n3umvgd9j5ftTwOz9RyCnDNdfX9+ma5/JD5R4g3e+JWJED1T0o4+y7XJdam0SWVfYNQKY1YSjLxMf+LTe7wBDtj/D3a65wzj06qEH/41U8frq/eNwxDn6P/ch3ozHCQ49j3esMce4lOCVM6Z6nMY6Lip1jHcOdPV9+c30jNVDfSztX7bhzt+kHMM9sZxoDdeRyOVoXd92+TZ4NuCHGew/QZ8QzmCn4xlWyZm50jlE97B2qT86bCZ3ajuoSCaM2dOkPoy5ub3nRHKeQEAAMa9r3YO32YEZSJE10qa3Wd5lqRdKbYpSGFfSZK7r5C0QpJqampC6XT75C9e0D2v7g7j1ABy2NHewTPl42vwqQgzNSXhUMfpPVeWn2fYjuZ72Xvxrob//ljyP5n4Hgb5+edZd29v0OcX5Bz926bymk3lNXe05zpiH0vvbrmp7H80daViqJ9fps7RX7aOO9ZkYjjH85IWmdl8MyuQdI2ku/u1uVvSB5KzdLxZ0iF3353ivsCoM9BHdkHGf+aqkRx3mav6f/wpHRmKMn2B4EB/zIb6SD3ImOqhznHEuYa4kDaVj5FTEeZr62hCw2FDNoY5wNGMkx/qWH2/DqVnuETQUwc5RyrDSoIMPUnp9ZhC29590rygO5X9j6auVAz188tW0CVApybtnmh3j5nZTZIelBSRdJu7rzGzjye33yLpPkmXS9ooqVXSDUPtm25NQNgGGqOZqfGfR9MrlCl9/ziMpp4KU3egPJqfQf/vZSqBJOze2lRDXbrHH25dKtvSaQsAYcrIHQvd/T51B+W+627p89glfTLVfYFclsnwGORYPW2PplcoG3I97PT93vbvAQzyJmMkvpcAgNGHOxYibaPxo/10as5Gz+5gDhsykIHzpfK8MzXsJNXDHM3pUpm+LMjHrgAABEWIDtFoDJ8DGSqIZOo5pjMWN+UpYHJA/+eZ6Tr7Hm+gAGrK3LCTocbqDtdu2GP74V8BAGNfUX4k7BIOk5HhHDg64+Hvf89zzDvK8aj9jzPo1d5DXPE+mr7PI9lDOtD3K9vnHU0/CwBAZiydP0mS9NyWBs2cUKwlMyq0Ztch/eZjZ0mSopE8NbR0qr0rrnlVpZKkjlhCRdE8FUUjqmvsUFE0TwX5udX3S4gOwWi6ICtT0rmgayjZvoAKAAAc6fQ5E1RVWqiH1+5VYX6evn/NaTpmSqmaO2KaWFKg8qJ85ZlpYmlBSserrigadNucqpJMlZ1RhOgRNNSFYeMxWA+H7wcAAJkxpbxQ+5o6NLEkqvxIng61dakzltBXrlyiGROKtWFvk2ZPKtGEkgI9vbFepYX5mje5u1d4U12ziqIRzZhQpLlVpTp19oRwn0yOIESPgFRmVSAwAgCAdC27bLHeckyVGttiOtDaqfmTS7V4WrnyI0MPhXj7CdN6H59/7JRslzkmEKJHQLYDcrrjjcf6XcgAAONXSUFErZ1xSdL8yaU6d9FkTSwpUFtXXDMqi7SvuUOb6lp0zNRStXUm9PBre7TjQJsWTS2TmfT63uaM1fLE5y7UtMoiNbZ3qaGlU9Mqi5RnpjU7D2nBlDJF8kxd8YQa27rU3pVQaWFEW+pb1BlL6Nhp5eqKJ/Ts5gadOLNCp86eqMhYuIvXKEaIHgPSnU2BAA0Ab5gxoUiJhLSnsV3SGx0Vl55QrUgkTxVFUW2pb9aq2kNqSYazwVSVFmh/S6ckqbwoX/GEq7UzrtPnTNTMicXavK9ZZYX5ev9Zc2UyvbrzoPLMdPz0CtUeaNX2/a0qikbU2hnTb1bWqiCSp5NmVeqFbQcy9nxPmlmhuVWlqiot0I6GVsVdOmVWpdq64lq9s1HxhGthdZlqD7Tpidf3DXu8aRVFvd+7oVx/1lwdM7VMz2zer7rGDl120nQdauvSPa/s0luXVMtMWrOzURvrmnXyrEpta2jV+j1Ng56zKJqn9q6ETpldqca2mLbub9FTn79IeQGD5pevXHLEum37W+QuRfPz1BlLKGKmrkRC7q6FU8uPaO/uSrgGDbmTywo1uaywd/nMBVWHbe87PnjBlLLDti2eVhHo+SB7zEdhgqqpqfGVK1eO+HlvuuNF3fPq7hE/72AsOU5k9P0EASA3bV1+RdrH6Pm7apm+/3s/HbG4YnFXSUH3tF/7WzrlLjW2d6krnlBlcVQl0XztaWxXcTSi2oOtml5ZrF0H21RWmK/plUUqKcxXWWH2+9PcPevfDyBbzOwFd6/pv56e6Bw11IWGPcMvRuH7HwDICTMqi/SzDy1VY1uXJpQUaEJJVPkZ+mh8pMJiYX5EffNvT8/mlPLCw9pVlkQlvTHDwfzkxWIjiQCNsYgQnWHpjk/uMeRFiIRnAEjLv/zVqTq2+siP4QEgVYToozBUL3Gm7vYGAEjfsVPL9MCnz+sdF8uwAgCZQog+CofdOlnZHZPM/NEAMLzH//4CJdxVVVqoznhCB1o7ZZImlBQcdmEZARpAphCi08RtkgHkmokl0d5xr6/vbdbsicWqa+ronSXiujPnqLG1S/es2q2TZlZqQklU+5o6dKitS2ctqNLk8kItnFKqqRVFOnX2BNU3d2r9niadPKtSRdGI/rRhn3753HbVN3eqrTM+4EwMk8sKVF4U1Zb6liFrfW/NLF15ygx1xhI60NqlWROLddqcCYqYKT+Sd9hFeg0tnSorzFfCXdFI9ywJhfl52lzf0ntTiB79xwUDQKYRogFgjPnzP1ysomhk2Hb/nuLxJpQUaOHUN6bZetfps/Su02elXM+hti51xOIqKchXxEyd8e6pwQry81RSMPSfob49x5P63T64ODkrRd/aAGCkEKIDiMXpFwaQO2ZOKNZTyy46bF1HLK7C/OED9EiqLI5KivYuFyu36gOAo0GIDuCBNXvCLgHAOLTxm5cdccve9q6Bb/KRawEaAMYqQjQA5JALj5ui2gNtqj3QpmuXztZ1Z849IkBLSmm4BgAgewjRAJAjMnG3PADAyCBEA0AIFk0tU1c8oWOry3WorUsH27rCLgkAEAAhGgBG2L+895RAs1sAAHIPIRoA0vTIZ87XtMoixeOuhtZOtXfF5S4l3LWjoVVvXlCl/Ijpz5v2qygaUc28iWGXDABIEyEaAFLwT1edoLceX62dB9v03JYGvfX4ahVF83Tbk1s0f3KpIsm74lWWRA/b78SZlb2P33bCtBGtGQCQPYRoAOjnbUuqtWRGhRZNLVc0YiqKRnTesVMkSTMmFOtN8yb1tv3aVSeGVSYAIESEaADoZ8UHasIuAQCQ446cfBRAYNGIDd8IAACMGfREA2l65h8u1tTyQuXlHR6kG9u7dPJXHwqpKgAAkE2EaCCAn97wJr15fpW6EgmVFeSrM54Y9M5xFUXRAdcjt506e0LYJQAARgFCNBDAhcdNlSQVqzs4F+UNfevld5w8Xfe8ujvrdeHo/OGz52v+5FK5SzsPtqmqrEDF3E4bAJACQjSQRf/6V6fqm1efpKKCPNU3d6q0IKL//PM2fffh18Mubdz40hXHa9bEYuXn5amyJKqi/Ihe2n5Ak8sLtWBKmSTJTJo9qSTkSgEAowkhGsiiaCRPlSXd1+/OnFAsSfrg2fMI0SPotDkTdMbcSYetO2lW5SCtAQBIDSEaGGHlRVFt/OZlOtTWpYriqKKRPNU1tWv5/et054s7wy5vVPvue05Ra2dMVWWFiidcy+58VbMn0sMMAMi8tEK0mU2S9GtJ8yRtlfRedz/Qr81sST+XNE1SQtIKd/9+cttXJX1U0r5k8y+4+33p1ARkwntrZun8Y6dqT2O7WjtjikbyNH9yacaOnx/JU1VZYe/y1PIi5RnT5KXiuS9crKkVRZIkd5eZqaGlU03tXZpbdfjP6MpTZoRRIgBgHEi3J3qZpEfdfbmZLUsuf75fm5ikz7r7i2ZWLukFM3vY3V9Lbv9Xd/9OmnUAGfXNd56kaGRkp1EnQqemJ0BLkiXfeEwqLdCk0oKwSgIAjEPppoSrJN2efHy7pKv7N3D33e7+YvJxk6S1kmameV4gq8IItCfOZJzucL50xfFhlwAAgKT0e6Kr3X231B2WzWzqUI3NbJ6k0yQ922f1TWb2AUkr1d1jfWCQfW+UdKMkzZkzJ82yAamyOKqnll2kvY3tOmZKmdxd6/Y0aUJJVPkj3AstSR84a67+6k2zVd/coVkTS+Tuqm/uVFVpgW742fNaMKVU7V1xLZleoQVTyrR65yH93/vXjXidI+Vzbz9ON5w9T/GEq7wo2jt0AwCAXDBsiDazR9Q9nrm/LwY5kZmVSfqtpE+7e2Ny9Q8lfV2SJ79+V9KHBtrf3VdIWiFJNTU1HuTcwEAOtXWprDBfZb3TnJmOn14RWj1mpqJoRLOSF8KZmaaUd4+bvv1DS49oP6W8ULf+aYuWXbZYDS2d+unTW3Td0jlq7YzrPx7fNKK1Z8M7T5upkoI3fkURoAEAuWTYEO3ubx1sm5ntNbPpyV7o6ZLqBmkXVXeA/oW739nn2Hv7tPmxpHuCFA+MZ8dWl+v5L73xv+dHz1vQ+/hzbz9OF37ncW3d36qywnw1d8SO+jwnzqjQX1+4UJPLChXJk1o749q4t1k18yYpkmd6cuM+vfX4akXyTN9+YL3uXRXs5jIzJxTr61efoBNnViqecL22q1FTy4s0IzklIAAAuSjd4Rx3S7pe0vLk19/3b2Dd3Uc/kbTW3f+l37bpPcNBJL1T0uo06wFSljeGOzbNTI9/7sLD1m3b36Lz//nxwMe651PnHrHu3EVTeh8vmfFG7/3N7ztdF75QqwdX79HTm+rV0hlXnkkJl779lydrX3O73n7CNJmZ7nt1t/IjpktPnH7YzCfTKwnPAIDcl26IXi7pN2b2YUnbJb1HksxshqRb3f1ySWdLer+kVWb2cnK/nqnsvm1mp6p7OMdWSR9Lsx4gZZXF0bBLGFFzq0q14ZuXqaGlU/ubO7VkRoUOtHTq9b1N+qsVz0iSLjtxml7f26RN+1o0uaxA7ztzbuDzvPuMWXr3GbN6lzticR1s7VJ1n1k1JOlvLl6U3hMCACBEaYVod98v6eIB1u+SdHny8ZMaZLIDd39/OucHEEw0kqfqiqLeQDuxtEBnLqjS1uVXZO3CvcL8iKorIhk/LgAAYeKOhRgXvnD5YjW2xdSVSOjl7Qf17JaGo+plHcu4cA8AgNQRojEu3HjeMYctd8YSikYIjQAA4OgQojEuFeSP/DzQAABg7CBJAAAAAAERogEAAICAGM6BMeOfrjpB739z98WCW+pbtGBKmQ61duk3K7eHXBkAABhrCNEYMz5w1rzexwuSt/KuLInqo/0uKgQAAEgXwzkAAACAgAjRAAAAQECEaAAAACAgQjTGhIsWTw27BAAAMI5wYSFGpf+56RzNn1KqskJewgAAYOSRQDDqLJ5WrpNmVYZdBgAAGMcYzoFRp7kjFnYJAABgnCNEY9RpaOkMuwQAADDOEaIDKCmIhF0CJBXm87IFAADhIo0AAAAAARGiA0i4h10CJE2rLA67BAAAMM4RogOIxQnRYfjgW+bpypOn9y7/y3tPCbEaAAAAprgLZFJpgeqaOsIuY1x55DPna+HUMknSssvbNHMCvdAAACB89EQjp/UEaEkEaAAAkDMI0QAAAEBAhGgAAAAgIEI0AAAAEBAhGjmrmJvbAACAHMXsHAjd439/gTbWNWvGhGItnlauJzfu04HWLh1bXR52aQAAAAMiRCN08yaXat7k0t7l846dGmI1AAAAw2M4BwAAABAQPdHIuJq5E/XP7zlFj67dK3fXW5dM08f/8wXVNbXrQGtX2OUBAACkjRCNjPvFR89UYX5EHzl3Qe+633z8LBXm56kznlBFUVTb9reovCiq99zydIiVAgAAHB1CNDKuMP/IWTUqi6OSpKJo97a5Vd1joB/97AUjVhcAAECmMCYaGfWVK5eEXQIAAEDWpRWizWySmT1sZhuSXycO0m6rma0ys5fNbGXQ/TF6VFcUhV0CAABA1qU7nGOZpEfdfbmZLUsuf36Qthe6e30a+yMHPfDpc3WgpUunzZmg7Q2tmt9nqjoAAICxKt0QfZWkC5KPb5f0uIKF4HT3R4g2/Z/LFcmz3mVujgIAAMaLdMdEV7v7bklKfh3sLhku6SEze8HMbjyK/WVmN5rZSjNbuW/fvjTLRib0DdAAAADjybA90Wb2iKRpA2z6YoDznO3uu8xsqqSHzWyduz8RYH+5+wpJKySppqbGg+wLAAAAZNKwIdrd3zrYNjPba2bT3X23mU2XVDfIMXYlv9aZ2V2Slkp6QlJK+wMAAAC5JN3hHHdLuj75+HpJv+/fwMxKzay857Gkt0laner+AAAAQK5JN0Qvl3SJmW2QdElyWWY2w8zuS7aplvSkmb0i6TlJ97r7A0PtDwAAAOSytGbncPf9ki4eYP0uSZcnH2+WdEqQ/QEAAIBcxm2/kZJ3nT5T1y2doz+sq9Mzm/fruqVzwi4JAAAgNIRoDOtXN75ZZ86fJDNTzbxJYZcDAAAQunTHRGMcMElmzAkNAADQgxANAAAABESIBgAAAAIiRAMAAAABEaIBAACAgAjRARxs7Qq7hFC0dcXDLgEAACCnEKIDiOSNzxkq4gkPuwQAAICcQogGAAAAAiJEB+CiRxYAAACE6EBi8bEdok+fM0GSdMdHztSjnz1fkmQmzZpYEmJVAAAAuYfbfgcwqbRAdU0dYZeRNXf+9dmqb+7Q5LJCSdLDf3eeFlWXh1wVAABA7qEnGofpCdCSCNAAAACDIEQDAAAAATGcI4CEj64x0b/52FmaXlmki777uO6+6RxVFEd19vI/6BcfOVMzJhQr4a7fvbRTt/5pi0oLI2GXCwAAMGoQogOob+48qv3u+MiZuuO57frj6/v0o/efoZvueEkNLUd3rN9+4iw1tsd0w0+f1wkzKrRmV+OA7W6+7nSdPmeC8iN52vDNyyVJ7q6vX3WC3nJMlcy657z+7NuO09WnzRzzF00CAABkkvko612VpJqaGl+5cuWIn3fJlx9Qa2ewu/d99z2n6C/PmHXYuqc21utAa6e21LdoyfQKvbLjoGZOLNbnf7tqyGM9+OnzdNy07nHKexvbVV1RpE/e8aJWbm3QN68+SW+aP0lF0Tzta+pgRg0AAIAMMLMX3L2m/3p6orOsf4CWpLMXTj5s+eLjqyVJuw+263uPbhj0WD0BWpKqK4okScvfdZLauxKaUv7GBYEEaAAAgOziwsIc8ulLjg28T3lR9LAADQAAgOwjRAMAAAABEaIBAACAgAjRAAAAQECEaAAAACAgQjQAAAAQECEaAAAACIgQHcBpcyb0Pn73GbM0e1JxeMUAAAAgNNxsJYCbrztdr9QeUkNzh955+ixt29+idXuadNYxVTr5qw+FXR4AAABGCCE6gAklBTr/2Cm9y3OrSjW3qjTEigAAABAGhnMAAAAAAdETnWMe+PS5um/VHplcn37rsbrtqa3686Z6XbKkOuzSAAAAkESIzjGLp1Vo8bSK3uUPnzNfHz5nfogVAQAAoL+0hnOY2SQze9jMNiS/ThygzXFm9nKff41m9unktq+a2c4+2y5Ppx4AAABgJKQ7JnqZpEfdfZGkR5PLh3H39e5+qrufKukMSa2S7urT5F97trv7fWnWAwAAAGRduiH6Kkm3Jx/fLunqYdpfLGmTu29L87wAAABAaNIN0dXuvluSkl+nDtP+Gkm/7LfuJjN71cxuG2g4SA8zu9HMVprZyn379qVXNQAAAJCGYUO0mT1iZqsH+HdVkBOZWYGkv5D0331W/1DSMZJOlbRb0ncH29/dV7h7jbvXTJkyZbBmAAAAQNYNOzuHu791sG1mttfMprv7bjObLqluiENdJulFd9/b59i9j83sx5LuSa3s0eH9b54bdgkAAADIgnSHc9wt6frk4+sl/X6Itteq31COZPDu8U5Jq9OsBwAAAMi6dEP0ckmXmNkGSZckl2VmM8ysd6YNMytJbr+z3/7fNrNVZvaqpAsl/V2a9eSMomieTpxZMXxDAAAAjDpp3WzF3fere8aN/ut3Sbq8z3KrpKoB2r0/nfPnmp9/aKmqygp0woxKxeIJ5Ue4qzoAAMBYxB0LM+SRz5yvBZNLlZdnkkSABgAAGMMI0RmycGpZ2CUAAABghNBdCgAAAAREiAYAAAACIkQDAAAAARGiAQAAgIAI0QAAAEBAhGgAAAAgIEI0AAAAEBAhGgAAAAiIEA0AAAAERIgGAAAAAiJEAwAAAAERogEAAICACNEAAABAQIRoAAAAICBCNAAAABAQIRoAAAAIiBANAAAABESIBgAAAAIiRAMAAAABEaIBAACAgAjRAAAAQECEaAAAACAgQjQAAAAQECEaAAAACIgQDQAAAAREiAYAAAACIkQDAAAAARGiAQAAgIAI0QAAAEBAaYVoM3uPma0xs4SZ1QzR7lIzW29mG81sWZ/1k8zsYTPbkPw6MZ16AAAAgJGQbk/0aknvkvTEYA3MLCLpZkmXSVoi6VozW5LcvEzSo+6+SNKjyWUAAAAgp6UVot19rbuvH6bZUkkb3X2zu3dK+pWkq5LbrpJ0e/Lx7ZKuTqceAAAAYCSMxJjomZJ29FmuTa6TpGp33y1Jya9TR6AeAAAAIC35wzUws0ckTRtg0xfd/fcpnMMGWOcp7Ne/jhsl3ZhcbDaz4XrAs2GypPoQzovxg9cYsonXF7KJ1xeyKczX19yBVg4bot39rWmeuFbS7D7LsyTtSj7ea2bT3X23mU2XVDdEHSskrUizlrSY2Up3H/QCSiBdvMaQTby+kE28vpBNufj6GonhHM9LWmRm882sQNI1ku5Obrtb0vXJx9dLSqVnGwAAAAhVulPcvdPMaiWdJeleM3swuX6Gmd0nSe4ek3STpAclrZX0G3dfkzzEckmXmNkGSZcklwEAAICcNuxwjqG4+12S7hpg/S5Jl/dZvk/SfQO02y/p4nRqGGGhDifBuMBrDNnE6wvZxOsL2ZRzry9zD3yNHwAAADCucdtvAAAAICBCdIoGu3U5ENRwryUzu8DMDpnZy8l/Xw6jTowdZnabmdWZ2eqwa8HoNtxrid9fyDQzm21mj5nZWjNbY2Z/G3ZNPRjOkYLkrctfV/fFj7XqnnHkWnd/LdTCMOqk8loyswsk/b27vyOMGjH2mNl5kpol/dzdTwy7Hoxew72W+P2FTEtOgTzd3V80s3JJL0i6OhcyGD3RqRnq1uVAELyWMOLc/QlJDWHXgdGP1xJGmrvvdvcXk4+b1D3T28yh9xoZhOjUDHXrciCIVF9LZ5nZK2Z2v5mdMDKlAUBG8PsLWWFm8ySdJunZkEuRlOYUd+NIRm5dDii119KLkua6e7OZXS7pd5IWZbswAMgAfn8hK8ysTNJvJX3a3RvDrkeiJzpVQ926HAhi2NeSuze6e3Py8X2SomY2eeRKBICjw+8vZIOZRdUdoH/h7neGXU8PQnRqhrp1ORDEsK8lM5tmZpZ8vFTd/5/uH/FKASAgfn8h05Kvp59IWuvu/xJ2PX0xnCMF7h4zs55bl0ck3dbn1uVAygZ7LZnZx5Pbb5H0bkmfMLOYpDZJ1zjT6CANZvZLSRdImmxmtZK+4u4/CbcqjEYDvZYkRSV+fyFrzpb0fkmrzOzl5LovJD/pCBVT3AEAAAABMZwDAAAACIgQDQAAAAREiAYAAAACIkQDAAAAARGiAQAAgIAI0QAwCplZlZm9nPy3x8x2Jh83m9l/hF0fAIx1THEHAKOcmX1VUrO7fyfsWgBgvKAnGgDGEDO7wMzuST7+qpndbmYPmdlWM3uXmX3bzFaZ2QPJW+nKzM4wsz+a2Qtm9qCZTQ/3WQBA7iNEA8DYdoykKyRdJem/JD3m7iep+25yVySD9L9Jere7nyHpNknfDKtYABgtuO03AIxt97t7l5mtUvet5h9Irl8laZ6k4ySdKOlhM1Oyze4Q6gSAUYUQDQBjW4ckuXvCzLr8jQthEur+G2CS1rj7WWEVCACjEcM5AGB8Wy9pipmdJUlmFjWzE0KuCQByHiEaAMYxd++U9G5J3zKzVyS9LOktoRYFAKMAU9wBAAAAAdETDQAAAAREiAYAAAACIkQDAAAAARGiAQAAgIAI0QAAAEBAhGgAAAAgIEI0AAAAEBAhGgAAAAjo/wM5s8E93Xi93gAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 63, "metadata": {}, "output_type": "execute_result" } ], "source": [ "A = getAmplitudeEnvelope( X )\n", "S = makeSpectrum('steelstring',220)\n", "X1 = makeSignal(S,duration=len(X)/SR)\n", "X2 = A * X1\n", "\n", "displaySignal(X2)\n", "Audio(X2,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part C\n", "\n", "Do the same for the `realClarinet440.wav` signal. The frequency should be 440 Hz. Listen to both!" ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 64, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X, sr = librosa.load(\"realClarinet440.wav\")\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "code", "execution_count": 65, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 65, "metadata": {}, "output_type": "execute_result" } ], "source": [ "A = getAmplitudeEnvelope( X )\n", "X1 = makeSignal(makeSpectrum('clarinet',440),duration=len(X)/SR)\n", "X2 = A * X1\n", "\n", "displaySignal(X2)\n", "Audio(X2,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part D\n", "\n", "Do the same for the `bell.wav` signal. The frequency should be 8820 Hz. " ] }, { "cell_type": "code", "execution_count": 66, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 66, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X, sr = librosa.load('bell.wav')\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "code", "execution_count": 67, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAtEAAAGDCAYAAADtZ0xmAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAAjo0lEQVR4nO3de5RmZX0n+u+vbyItIEgLyMU2Bu+JGluMlxiMglxMMDmZBJMVL5kMkxyZXFZMgknGOHFlDZrMGE2MDCojrpPoZKJGlqBgvIRcxkjjQS4q2ioeWhBavEArt+7+nT/qBau7q7tr81bVW131+axVq9797Ge/+9fNpvpbz/vsZ1d3BwAAmL0Vky4AAAD2N0I0AAAMJEQDAMBAQjQAAAwkRAMAwEBCNAAADCREA+wHquoXq+qyBTjPiVW1eb7PA7C/E6IBFomqek5V/WtVfaeqvllV/1JVT0+S7v7r7j55wvUdU1XfqqrnTGs7dtT2jEnWBrDQhGiARaCqDk7ywSR/keSwJEcn+S9J7p5kXdN19+Ykv5fk7VV1wKj5fyT5n939b5OrDGDhCdEAi8NjkqS7393d27v7zu6+rLuvTpKqenlV/fN9navq5Kq6fjRq/VdV9Y9V9SvT+1bVn41Gib9SVadOO/YVVfW5qrqjqr5cVf9xQJ1vS3Jzkj+qqpcleWySP5yDPz/AfkWIBlgcvpBke1VdWFWnVtWhe+pYVYcn+bskr07ysCTXJ3nWLt2eMWo/PMkbkryjqmq079YkL0pycJJXJHljVf3IbIrs7k7yK0n+7yR/nuQ/dPf3ZvUnBFhChGiARaC7b0/ynCSdqdHeLVV1UVUdMUP305Jc193v6+5tSd6c5Ou79Plqd7+tu7cnuTDJUUmOGJ3r4u7+Uk/5xySXJfmxAeV+NclNSW5PcvmA4wCWDCEaYJHo7s9198u7+5gkT0ryiEyN9u7qEUlunHZcJ9l1RY2vT9t/30jxQ5JkNNL9ydHNi9/OVCg/fECp5yS5LVMj2q8acBzAkrFq0gUAsLvu/nxVvTPJTPOVb05yzH0bo2kax8zQbzdV9aAk703y0iQf6O57q+rvk9ReD/z+8U9I8juZmi6yJsk/V9V7u/uLszkeYKkwEg2wCFTV46rqt6vqmNH2sUlekuSTM3S/OMkPVdWLq2pVklcmOXKWp1qT5EFJtiTZNrrhcFZL51XViiTvSPKG7v786KbHNyc5f9p8a4BlQYgGWBzuyNTo7r9V1XczFZ6vTfLbu3bs7m8k+XeZumHwtiRPSLIxs1gOr7vvSPLrSf42ybeS/EKSi2ZZ428kOXB03vu8LlMB/ldm+R4AS0JNTaUDYH81GiHenOQXu/vjk64HYDkwEg2wH6qqF1bVQ0dznH8/U3OaZ5r6AcA8mJMQXVUXVNWtVXXtHvZXVb25qjZV1dXT1yOtqlNGDwzYVFXnzEU9AMvAM5N8Kck3kvxkkhd3952TLQlg+ZiT6RxV9dwkW5O8q7ufNMP+05L8p0wto/SMJG/q7mdU1cpMPWDgpEx9FHlFkpd092fHLgoAAObJnIxEd/flSb65ly5nZCpgd3d/MslDq+qoJCck2dTdX+7ue5K8Z9QXAAAWrYWaE310pj0YIFOjzkfvpR0AABathXrYykzrh/Ze2nd/g6qzkpyVJGvXrn3a4x73uLmrbgzXfO07C37OHzr6kAU/JwDAcnTllVd+o7vX7dq+UCF6c5Jjp20fk+SmTC36P1P7brr7/CTnJ8mGDRt648aN81PpQOvPuXjBz7nx3NMX/JwAAMtRVX11pvaFms5xUZKXjlbp+NEk3+numzN1I+HxVfWoqlqT5MzMftF/AACYiDkZia6qdyc5McnhVbU5yR8lWZ0k3X1ekksytTLHpiTfS/KK0b5tVXV2kkuTrExyQXdfNxc1AQDAfJmTEN3dL9nH/k7yyj3suyRTIRsAAPYLnlgIAAADCdEAADCQEA0AAAMJ0QAAMJAQDQAAAwnRAAAwkBANAAADCdEAADCQEA0AAAMJ0QAAMJAQDQAAAwnRAAAwkBANAAADCdEAADCQEA0AAAOtmnQBDHfKn1+eqkqNtg86YFXe8fKn5yEP8p8TAGAhSF37oc9//Y7d2p70R5fmhnNPn0A1AADLj+kcAAAwkBANAAADCdEAADCQEA0AAAMJ0QAAMJAQDQAAAwnRAAAwkBANAAADCdEAADCQEA0AAAMJ0QAAMJAQDQAAAwnRAAAwkBANAAADCdEAADDQnIToqjqlqq6vqk1Vdc4M+3+nqq4afV1bVdur6rDRvhuq6prRvo1zUQ8AAMynVeO+QVWtTPKWJCcl2Zzkiqq6qLs/e1+f7v7TJH866v+TSX6ru7857W2e193fGLcWAABYCHMxEn1Ckk3d/eXuvifJe5KcsZf+L0ny7jk4LwAATMRchOijk9w4bXvzqG03VXVgklOSvHdacye5rKqurKqz9nSSqjqrqjZW1cYtW7bMQdkAAPDAzEWIrhnaeg99fzLJv+wylePZ3f0jSU5N8sqqeu5MB3b3+d29obs3rFu3bryKAQBgDHMRojcnOXba9jFJbtpD3zOzy1SO7r5p9P3WJO/P1PQQAABYtOYiRF+R5PiqelRVrclUUL5o105VdUiSH0/ygWlta6vqoPteJzk5ybVzUBMAAMybsVfn6O5tVXV2kkuTrExyQXdfV1W/Otp/3qjrTye5rLu/O+3wI5K8v6ruq+VvuvvD49YEAADzaewQnSTdfUmSS3ZpO2+X7XcmeecubV9O8uS5qAEAABaKJxYCAMBAQjQAAAwkRAMAwEBCNAAADCREAwDAQEI0AAAMJEQDAMBAQjQAAAwkRAMAwEBCNAAADCREAwDAQEI0AAAMJEQDAMBAQjQAAAwkRAMAwEBC9BJxyINXT7oEAIBlQ4heIp72yEMnXQIAwLIhRAMAwEBCNAAADCREAwDAQEI0AAAMJEQDAMBAQjQAAAwkRAMAwEBCNAAADCREAwDAQEI0AAAMJEQDAMBAQjQAAAwkRAMAwEBCNAAADCREAwDAQHMSoqvqlKq6vqo2VdU5M+w/saq+U1VXjb5eM9tjAQBgsVk17htU1cokb0lyUpLNSa6oqou6+7O7dP2n7n7RAzwWAAAWjbFDdJITkmzq7i8nSVW9J8kZSWYThMc5lnl24ze/lx97w8d3a3/5s9bntT/1xAlUBACwOMxFiD46yY3TtjcnecYM/Z5ZVZ9JclOSV3X3dQOOTVWdleSsJDnuuOPmoOyl5batd491/PpzLp5133f+6w1CNACwrM3FnOiaoa132f50kkd295OT/EWSvx9w7FRj9/ndvaG7N6xbt+6B1rpk3bt9xr82AADmwVyE6M1Jjp22fUymRpvv1923d/fW0etLkqyuqsNncyyzUzP9OgIAwLyYixB9RZLjq+pRVbUmyZlJLpreoaqOrJqKeVV1wui8t83mWAAAWGzGnhPd3duq6uwklyZZmeSC7r6uqn51tP+8JD+b5NeqaluSO5Oc2d2dZMZjx62J+ff6D38+O7qTTqoqa1ZWfvk5j8pDD1wz6dIAAObdXNxYeN8UjUt2aTtv2uu/TPKXsz2Wxe+tn/jSbm1v/tim3HDu6ROoBgBgYXliIQAADCREAwDAQEI0AAAMNCdzopezU590ZD507dcnXUauu+n23R6Y8oLHH5G3v2zDhCoCAFi6jESPaeWKxbtA8z987pZJlwAAsCQJ0fNk8UZrAADGJUTPEw/hBgBYuoRoAAAYyI2Fy8zHP39rXvHOKyZdBgDAfs1I9DIjQAMAjE+IBgCAgYRoAAAYSIgGAICBhGgAABhIiAYAgIGEaAAAGEiIBgCAgYRoAAAYyBMLmVPrz7l4p+01K1fkC39y6oSqAQCYH0aimVf3bN+Rbdt3TLoMAIA5JUQDAMBAQjQAAAwkRAMAwEBCNAAADCREAwDAQJa4W+J2XXIOAIDxGYkGAICBhGgAABhIiAYAgIGEaAAAGEiIBgCAgYRoAAAYaE5CdFWdUlXXV9Wmqjpnhv2/WFVXj77+taqePG3fDVV1TVVdVVUb56IeAACYT2OvE11VK5O8JclJSTYnuaKqLuruz07r9pUkP97d36qqU5Ocn+QZ0/Y/r7u/MW4tAACwEOZiJPqEJJu6+8vdfU+S9yQ5Y3qH7v7X7v7WaPOTSY6Zg/Oyn+hJFwAAMMfmIkQfneTGadubR2178u+TfGjadie5rKqurKqz9nRQVZ1VVRurauOWLVvGKpiF9b27t0+6BACAOTUXj/2uGdpmHHysqudlKkQ/Z1rzs7v7pqp6eJKPVNXnu/vy3d6w+/xMTQPJhg0bDG4CADAxczESvTnJsdO2j0ly066dquqHk7w9yRndfdt97d190+j7rUnen6npIQAAsGjNxUj0FUmOr6pHJflakjOT/ML0DlV1XJL3Jfml7v7CtPa1SVZ09x2j1ycn+eM5qIklorvz9dvvyvYdO3/4sHbNqhy6ds2EqgIAlruxQ3R3b6uqs5NcmmRlkgu6+7qq+tXR/vOSvCbJw5L8VVUlybbu3pDkiCTvH7WtSvI33f3hcWticfmnTVtyyINXZ8XUf+dUJU9ff1hWr9z3ByGvft81ec8VN+6z331+54WPzc/8yPen5HcnBx2wKgcdsHp44QAAe1Dd+9/04g0bNvTGjYtjSemz/+bT+eDVN0+6jP3SDeeevtP2+nMuXrBzAQDMRlVdORr83YknFgIAwEBCNAAADCREAwDAQHOxOgcsejPNt/61Ex+d3zvlcROoBgDY3wnRTMx83kg4G2/9xJeEaADgATGdAwAABhKiAQBgICEaAAAGEqIBAGAgIRoAAAayOgfL2kwrhHz+dafkgNUrJ1ANALC/MBINu/jat++cdAkAwCInRAMAwECmc8ACGPpgmf/3P5+UQ9eumadqAIBxCdEwhzbe8M387Hn/Z+z3eerrPrJb27t++YQ89zHrxn5vAGB8pnPAHHrzxzbN23u/9IJPzdt7AwDDGImGXdxx17bcfte9O7Ud9KBVqaoJVQQALDZCNOzixW/5lxnbbzj39J22h85zngsznfMTrzox6w9fu+C1AMByZjoH7Of+9LLrJ10CACw7RqKB3dx6x1256v/7djrJiqrcN5Hlh485JA8/+IBJlgYAi4IQDfu5L95yR75wyx3pTjqdFVVZ/7C1WbNq3x80ffW27+bH//QTY9fwv8760TzjBx429vsAwP5CiIZZevX7rs6OHcmKFZXFdI/hF27ZmpPfePlu7bvO4f7Lj30xf3bZF+alhp8//5Mztu9aAwAsFUI0zNK7P3XjpEsYy3wFaABYjoRoWKImsXrIbGp4+0s35AVPOGIC1QDA3LE6B7CgXnfxZ7P17m33f91x173Ztn3HpMsCgEGMRAML6qu3fS9P+qNLd2s3fxqA/YkQDSwKM039WLmicsiDV2fb9h3pTqqS2+/aNva5rv0vL8xDHuTHHwAPnH9FgEVr+47ON797z5y/70wj4YnRcABmT4gGGJlpNPzXf+IHc/ZPHL9T28oVlZUrFtE6hwAsOCEaYC/e/LFNefPHNk26jGXn71/57HR3avTEzO3d2XTL1tx57/ZUJTVarP3Rh6/NU487NEl2Wr999coVmen3nFpMi7wD+zUhGoBF58Vv+ZdJl7AovPCJR+SA1SuzchT+t3fnznu2J8n9n4Zs39F55MMOzKtPfXxW+IQEFsychOiqOiXJm5KsTPL27j53l/012n9aku8leXl3f3o2xwLAcnXpdbfMuu/b/ukrc37+Rx2+Nr/x/KnpTDu6pz4FSOVHf+BhOfKQA+b8fAtpx47O175959Tr7qwY/aJy47e+ly133L1T23fuvDf/e+Pm3Hnv9qyoZOWKqRWCb739rtxx17ZUJatGv8B8d/RLzkyefOxDs2pFpbuzvZM779mWL9yydbd+z3r0w/L4ow6+v7buZOvd2/J3V27ere9Zz/2B/P5pj9+p7fa77s1bPr4pd9+7Y+q/W6aetvv09YfltB86auDfFHtS3T3eG1StTPKFJCcl2ZzkiiQv6e7PTutzWpL/lKkQ/Ywkb+ruZ8zm2Jls2LChN27cOFbdc+Xsv/l0Pnj1zZMuAwBg3j3tkYdm3UMelJUrK+mpkP8zP3JMTlrCD9Gqqiu7e8Ou7XMxEn1Ckk3d/eXRid6T5Iwk04PwGUne1VOJ/ZNV9dCqOirJ+lkcuyh0dx716ksmXQYAwMRc+dVv7db2oWu/Pu/nff3/9UP5+acfN+/nGWIunlh4dJIbp21vHrXNps9sjl0U7vvIBwCAhfV7771m0iXsZi5Gome6i2HXOSJ76jObY6feoOqsJGclyXHHLfxvIgc/eHW++voXLfh5AQBIcu54U5Dn2lyE6M1Jjp22fUySm2bZZ80sjk2SdPf5Sc5PpuZEj1fycAcfsDozzR83JxoAYHc//dSj8/CDHpTO1LTYHZ085oiH3H/TZJLs6KmbMh9/1MH73bKUcxGir0hyfFU9KsnXkpyZ5Bd26XNRkrNHc56fkeQ73X1zVW2ZxbEAwCK3ckXlfb/2rKxaWfevapEkxx12YNY+aGFW1L3l9rvy1k98Kfdu35EdnfvXGt9yx9QqGjtGQW5FJVfcsPvc3uXg6teenB79HSRTH/8/ZM0qyyM+AGNf1d29rarOTnJpppapu6C7r6uqXx3tPy/JJZlamWNTppa4e8Xejh23JgBgyiMOOSBVdX+wPO6wB+eFTzwyVVOjgPct5faCxz88P/jwgyZd7liOOPiAvPannjjpMlgm5uRXw+6+JFNBeXrbedNed5JXzvZYYHZWjP4RBGbnx44/PGtWTt1Tv70723d0vrH1nvun623f0dnenc3fujP3bNsxq/d84iMOzl/+wo8k2Xm94aMf+uCsWbXz/ft33rM9t991b7ozWnN5yiEHrs6DVq2cgz8hsFA8sRD2YwL0ZBx32IG5/HefN6u+X//OXfnG1rtTlXTn/vB097btU9vJ/R+tXvbZW3L15m9n+47vf+S8o5OvfOO7+d4927Kjp0LX6pUrsvXubXs97/SHP5z6pKPyGy84/v5wV0luuO27efn/vGKMv4VhfuDwtfnYq05csPMtVg9eszIPXiMsw1IgRAPsxWdec3IOOXD1Az7+yEMOmPWT3TasP+wBn2eo9YevzQ3nnr5g5wNYaoRoYNn59ecfnx/9gcN2uvnpMUcclMPWrplgVQDsT4RoYFEwKgrA/mQunlgIMJanHPvQSZcAAIMYiQYW1Iuf8oj8+ZlPnXQZADAWIRqWqI/81nOT5P5VHk564+ULXsOJj12XlaN5x9u7c9QhB+SPz3jSgtcBAHNNiIYl6vgjJv/QhHe+4oRJlwAA80KIhlna9ca39edcPKFK9u13XvjY3dpmunHvbzfemN/9u6vnpYa3vXTDvLwvACwGQjTs507/4aPyltHT0ob6uQ3H5sTHrss923bc/xCQJHnO6z8+6H0+/7pTcsBqD5AAYPkQomGZe/hBuz8IxHJzALB3lriD/dzTH3nopEsAgGXHSPQSVkl60kUsEX/+80/Zre2Pz3hiXvOB6xa0jqtfe3KSqf+2OzpZtaKy9kH+NwaAheZf3yVMgH5gPvrbP55Hr3vIPvu99Jnr89Jnrt+57YJP5fIvbJmnypKDD1g9b+8NAMye6Rwwhx5/5OSXlQMA5p+RaJhDv3vK4/LodQ/Jlq13pyqpTC138foPf37Q+7z3156Vp5nrDACLlhANc2jlisrPPf3Y3dpv23p33v7PX9mt/XdPeWx+fsPO/VetXJFDHmzaBgAsZkI0LIA/fNET8ocvesKkywAA5og50bCLtWv8bgkA7J20wLL2kd96bpKplUwqycEPXp0jDt794SMAANMJ0Sxrxx9hNQ0AYDjTOQAAYCAhGgAABhKiAQBgICEaAAAGcmMhE7PpT07dafsH/+BDE6oEAGAYIZqJWbVy4T4IueHc0xfsXADA0mc6BwAADCREAwDAQEI0AAAMZE40E/GmM5+yW9u7fvmE/Oml12dFJVWVJLnqxm8vbGEAALMgRDPvPvOak3PIgav32e+5j1mX5z5m3U5tN3zjuznxzz4xY/+v/NfT7g/bAAALaawQXVWHJflfSdYnuSHJz3X3t3bpc2ySdyU5MsmOJOd395tG+16b5D8k2TLq/vvdfck4NbG0rD98rZU1AIBFZ9w50eck+Wh3H5/ko6PtXW1L8tvd/fgkP5rklVX1hGn739jdTxl9CdAAACx644boM5JcOHp9YZIX79qhu2/u7k+PXt+R5HNJjh7zvAAAMDHjhugjuvvmZCosJ3n43jpX1fokT03yb9Oaz66qq6vqgqo6dC/HnlVVG6tq45YtW/bUjUVozSqLwAAAS8s+001V/UNVXTvD1xlDTlRVD0ny3iS/2d23j5rfmuTRSZ6S5OYk/21Px3f3+d29obs3rFu3bk/dWIRWr3TzHwCwtOzzxsLufsGe9lXVLVV1VHffXFVHJbl1D/1WZypA/3V3v2/ae98yrc/bknxwSPEAADAJ437OflGSl41evyzJB3btUFNrkL0jyee6+7/vsu+oaZs/neTaMesBAIB5N26IPjfJSVX1xSQnjbZTVY+oqvtW2nh2kl9K8hNVddXo67TRvjdU1TVVdXWS5yX5rTHrAQCAeTfWOtHdfVuS58/QflOS00av/znJjJNiu/uXxjk/AABMgmUTAABgICEaAAAGEqIBAGAgIRoAAAYSogEAYKCxVudg8bvh3NN32l5/zsUTqgQAYOkwEg0AAAMJ0QAAMJAQDQAAAwnRAAAwkBDNvFtRMz71HQBgv2V1DubUrquBAAAsRUaiAQBgICEaAAAGEqIBAGAgIRoAAAYSogEAYCAhGgAABhKiAQBgICEaAAAGEqKXGQ8PBAAYnycWLjNf+a8zP1Fw/TkXL3AlAAD7LyPRAAAwkBANAAADCdEAADCQEA0AAAO5sXBM//aVb066hCTJEx9xcC7+9R+bdBkAAMuCkegxbbnj7kmXAADAAhOiAQBgICEaAAAGEqKZMy9/1vpJlwAAsCDcWMgDcsO5Mz/5EABgORhrJLqqDquqj1TVF0ffD91Dvxuq6pqquqqqNg49HgAAFpNxp3Ock+Sj3X18ko+Otvfked39lO7e8ACPBwCARWHcEH1GkgtHry9M8uIFPp6Re7btmHQJAADLxrhzoo/o7puTpLtvrqqH76FfJ7msqjrJ/+ju8wcen6o6K8lZSXLccceNWfbSc+xhB451/Kf/80m5bev317zuJH/499fmU4vkYTIAAIvJPkN0Vf1DkiNn2PUHA87z7O6+aRSSP1JVn+/uywccn1HwPj9JNmzY0EOOZd8OW7smh61ds1Pb3/7HZ06oGgCAxW2fIbq7X7CnfVV1S1UdNRpFPirJrXt4j5tG32+tqvcnOSHJ5UlmdTwAACwm486JvijJy0avX5bkA7t2qKq1VXXQfa+TnJzk2tkeDwAAi824IfrcJCdV1ReTnDTaTlU9oqouGfU5Isk/V9VnknwqycXd/eG9HQ8AAIvZWDcWdvdtSZ4/Q/tNSU4bvf5ykicPOR4AABYzj/0GAICBhGgAABhIiAYAgIGEaAAAGEiIBgCAgYRoAAAYSIgGAICBhGgAABhIiAYAgIGEaAAAGEiIBgCAgYRoAAAYSIgGAICBhOglYuvd2yZdAgDAsiFELxGf+so3J10CAMCyIUQDAMBAQjQAAAwkRAMAwEBCNAAADCREAwDAQEI0AAAMJEQDAMBAQjQAAAwkRAMAwEBCNAAADCREAwDAQEI0AAAMJEQDAMBAQjQAAAwkRAMAwEBCNAAADCREAwDAQGOF6Ko6rKo+UlVfHH0/dIY+j62qq6Z93V5Vvzna99qq+tq0faeNUw8AACyEcUeiz0ny0e4+PslHR9s76e7ru/sp3f2UJE9L8r0k75/W5Y337e/uS8asBwAA5t24IfqMJBeOXl+Y5MX76P/8JF/q7q+OeV4AAJiYcUP0Ed19c5KMvj98H/3PTPLuXdrOrqqrq+qCmaaD3KeqzqqqjVW1ccuWLeNVDQAAY9hniK6qf6iqa2f4OmPIiapqTZKfSvK/pzW/Ncmjkzwlyc1J/tueju/u87t7Q3dvWLdu3ZBTAwDAnFq1rw7d/YI97auqW6rqqO6+uaqOSnLrXt7q1CSf7u5bpr33/a+r6m1JPji7sgEAYHLGnc5xUZKXjV6/LMkH9tL3JdllKscoeN/np5NcO2Y9AAAw78YN0ecmOamqvpjkpNF2quoRVXX/ShtVdeBo//t2Of4NVXVNVV2d5HlJfmvMegAAYN7tczrH3nT3bZlacWPX9puSnDZt+3tJHjZDv18a5/wAADAJnlgIAAADCdEAADCQEA0AAAMJ0QAAMJAQDQAAAwnRAAAwkBANAAADCdEAADCQEA0AAAMJ0QAAMJAQDQAAAwnRAAAwkBANAAADCdFLxBt//smTLgEAYNlYNekCGO6Gc0+fdAkAAMuakWgAABhIiAYAgIGEaAAAGEiIBgCAgYRoAAAYSIgGAICBhGgAABhIiAYAgIGEaAAAGEiIBgCAgYRoAAAYSIgGAICBhGgAABhIiAYAgIGEaAAAGEiIBgCAgcYK0VX176rquqraUVUb9tLvlKq6vqo2VdU509oPq6qPVNUXR98PHaceAABYCOOORF+b5GeSXL6nDlW1Mslbkpya5AlJXlJVTxjtPifJR7v7+CQfHW0DAMCiNlaI7u7Pdff1++h2QpJN3f3l7r4nyXuSnDHad0aSC0evL0zy4nHqAQCAhbAQc6KPTnLjtO3No7YkOaK7b06S0feHL0A9AAAwllX76lBV/5DkyBl2/UF3f2AW56gZ2noWx+1ax1lJzhptbq2qfY2Az4fDk3xjAufdSb1+0hWwD4viOmHRc50wG64T9sU1Mv8eOVPjPkN0d79gzBNvTnLstO1jktw0en1LVR3V3TdX1VFJbt1LHecnOX/MWsZSVRu7e483UELiOmF2XCfMhuuEfXGNTM5CTOe4IsnxVfWoqlqT5MwkF432XZTkZaPXL0sym5FtAACYqHGXuPvpqtqc5JlJLq6qS0ftj6iqS5Kku7clOTvJpUk+l+Rvu/u60Vucm+SkqvpikpNG2wAAsKjtczrH3nT3+5O8f4b2m5KcNm37kiSXzNDvtiTPH6eGBTbR6STsN1wnzIbrhNlwnbAvrpEJqe7B9/gBAMCy5rHfAAAwkBA9S3t6dDnL176uiao6saq+U1VXjb5eM4k6WVyq6oKqurWqrp10LSwO+7om/CxhJlV1bFV9vKo+V1XXVdVvTLqm5cZ0jlkYPbr8C5m6+XFzplYceUl3f3aihTExs7kmqurEJK/q7hdNokYWp6p6bpKtSd7V3U+adD1M3r6uCT9LmMloaeCjuvvTVXVQkiuTvFg2WThGomdnb48uZ3lyTfCAdPflSb456TpYPFwTPBDdfXN3f3r0+o5MrYB29N6PYi4J0bOzt0eXszzN9pp4ZlV9pqo+VFVPXJjSgCXIzxL2qKrWJ3lqkn+bcCnLylhL3C0jc/LocpaU2VwTn07yyO7eWlWnJfn7JMfPd2HAkuNnCXtUVQ9J8t4kv9ndt0+6nuXESPTs7O3R5SxP+7wmuvv27t46en1JktVVdfjClQgsBX6WsCdVtTpTAfqvu/t9k65nuRGiZ2dvjy5nedrnNVFVR1ZVjV6fkKn/325b8EqB/ZqfJcxkdE28I8nnuvu/T7qe5ch0jlno7m1Vdd+jy1cmuWDao8tZhvZ0TVTVr472n5fkZ5P8WlVtS3JnkjPbcjjLXlW9O8mJSQ6vqs1J/qi73zHZqpikma6JJKsTP0vYq2cn+aUk11TVVaO23x99WsECsMQdAAAMZDoHAAAMJEQDAMBAQjQAAAwkRAMAwEBCNAAADCREA+yHquphVXXV6OvrVfW10eutVfVXk64PYKmzxB3Afq6qXptka3f/2aRrAVgujEQDLCFVdWJVfXD0+rVVdWFVXVZVN1TVz1TVG6rqmqr68OiRwamqp1XVP1bVlVV1aVUdNdk/BcDiJ0QDLG2PTnJ6kjOS/D9JPt7dP5SpJ9+dPgrSf5HkZ7v7aUkuSPInkyoWYH/hsd8AS9uHuvveqromU4+o//Co/Zok65M8NsmTknykqjLqc/ME6gTYrwjRAEvb3UnS3Tuq6t7+/o0wOzL1b0Alua67nzmpAgH2R6ZzACxv1ydZV1XPTJKqWl1VT5xwTQCLnhANsIx19z1JfjbJ66vqM0muSvKsiRYFsB+wxB0AAAxkJBoAAAYSogEAYCAhGgAABhKiAQBgICEaAAAGEqIBAGAgIRoAAAYSogEAYKD/H+txdyZbZBc5AAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 67, "metadata": {}, "output_type": "execute_result" } ], "source": [ "A = getAmplitudeEnvelope( X )\n", "X1 = makeSignal(makeSpectrum('bell',8820),duration=len(X)/SR)\n", "X2 = A * X1\n", "\n", "displaySignal(X2)\n", "Audio(X2,rate=SR)" ] }, { "attachments": { "Screen%20Shot%202020-05-30%20at%207.41.32%20PM.png": { "image/png": "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" }, "Screen%20Shot%202020-05-30%20at%207.43.40%20PM.png": { "image/png": "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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "### Problem 7\n", "\n", "Now we will consider how we might put together notes to create music. \n", "The first step is to calculate the frequency of the notes on the piano\n", "keyboard, which are probably all we reasonably need. \n", "\n", "In well-tempered tuning, the frequencies are a geometric series, in which the difference in frequency between each\n", "semitone is the twelfth root of 2, i.e., $2^{1/12}$. Using this factor, you can see\n", "that in going up the chromatic scale (12 notes) from, say, C2 to C3, you will increase\n", "the frequency by $(2^{1/12})^{12}\\,=\\, 2,$ which is exactly what we need for the frequency\n", "of the octave. This relationship holds no matter which note you start on, which\n", "provides for the ability to play in any key and have the relationships stay the\n", "same relative to each other.\n", "\n", "Here is the piano keyboard with all the frequencies and correspondences with staff notation:\n", "\n", "![Screen%20Shot%202020-05-30%20at%207.41.32%20PM.png](attachment:Screen%20Shot%202020-05-30%20at%207.41.32%20PM.png)\n", "\n", "To distinguish the various octaves, they are numbered as follows:\n", "\n", "![Screen%20Shot%202020-05-30%20at%207.43.40%20PM.png](attachment:Screen%20Shot%202020-05-30%20at%207.43.40%20PM.png)\n", "\n", "Therefore *Middle C* is C4 and A 440 is A4. The notenames of accidentals are 'C#2', 'Bb4', etc.\n", "\n", "A list of all possible note names is given in the next cell." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part A (Piano Key Frequencies)\n", "\n", "Cut and paste the appropriate cells for the piano key frequencies dictionary from the IntroToAudioProgramming notebook linked at the beginning of this notebook. \n", "\n", "For this part, simply print out the frequencies of the notes in a \"C Major scale\": \n", "\n", " C4, D4, E4, F4, G4, A5, B5, C5\n", " \n", "That's it!" ] }, { "cell_type": "code", "execution_count": 68, "metadata": {}, "outputs": [], "source": [ "# Paste in the dictionary code here and print out the 8 frequencies" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part B (Melody Maker)\n", "\n", "We will now create sequences of notes, otherwise known as melodies. \n", "Each note will be specified by a triple \n", "\n", " ( notename, amplitude, duration) \n", "\n", "where \n", "\n", "- notename is one of 'A0', 'Bb5', etc. as shown above, \n", "- amplitude is a value in [0..1], and \n", "- duration is in seconds. \n", "\n", "In addition, we will specify:\n", "\n", "- an instrument (from the list above, e.g., 'clarinet', 'steelstring', etc.), \n", "- an ADSR envelope (A, D, S, R, L, H) which will be applied to each note;\n", "\n", "We also need a way of providing a *rest*, that is, silence, of a particular duration.\n", "The simplest thing is to simply pick a random note and give it an amplitude of 0,\n", "but for readability I've allowed you also to give the note name as 'R', in which case\n", "the amplitude will be ignored and set to 0. A frequency of 0 will do the same thing.\n", "\n", "\n", "Fill in the template below. \n" ] }, { "cell_type": "code", "execution_count": 69, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAtEAAAGDCAYAAADtZ0xmAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAA/l0lEQVR4nO3deZxddX3/8fdn9swkk3WSTDaSQCDs2xBEEFkECVjRqhXqT9HqD/lV0ba2iq1tbfurpdTa1r0oKlYr9ecGQlgEkUVkSSBkIQlZIcskmawzk8ns398fcxNuhlnucu79nvO9r+fjMY/c5Zx735M7957P/Z7vYs45AQAAAMhcme8AAAAAQNJQRAMAAABZoogGAAAAskQRDQAAAGSJIhoAAADIEkU0AAAAkCWKaABIADN7n5k9VITnucTMthX6eQAg6SiiASAmzOwiM3vKzA6a2T4z+62ZnSdJzrkfOueu9JxvlpntN7OL0m6bnbrtfJ/ZAKDYKKIBIAbMrF7SvZK+ImmSpJmS/k5Sl89c6Zxz2yR9RtK3zawmdfN/Svquc+4Zf8kAoPgoogEgHk6UJOfcj5xzfc65w865h5xzKyTJzD5oZk8e2djMrjSzdalW66+b2WNm9pH0bc3si6lW4s1mtjht3w+Z2RozazOzTWb20SxyfktSs6S/NbMbJJ0k6XMR/P4AkCgU0QAQDy9L6jOzO81ssZlNHG5DM5si6SeSPitpsqR1kt44aLPzU7dPkXSbpDvMzFL37Zb0Nkn1kj4k6d/M7JxMQjrnnKSPSPpjSf8u6X875zoy+g0BICAU0QAQA865VkkXSXIaaO1tMbN7zGzaEJtfLWm1c+5nzrleSV+WtHPQNq84577lnOuTdKekRknTUs91n3NuoxvwmKSHJL0pi7ivSNohqVXS41nsBwDBoIgGgJhwzq1xzn3QOTdL0mmSZmigtXewGZK2pu3nJA2eUWNn2v1HWorHSlKqpfvp1ODFAxooyqdkEfUWSXs10KL951nsBwDBqPAdAADwes65tWb2PUlD9VduljTryJVUN41ZQ2z3OmZWLemnkj4g6W7nXI+Z/UKSjbjja/ufIukvNNBdpErSk2b2U+fc+kz2B4BQ0BINADFgZgvN7FNmNit1fbak6yU9PcTm90k63czeYWYVkj4maXqGT1UlqVpSi6Te1IDDjKbOM7MySXdIus05tzY16PHLkm5P628NACWBIhoA4qFNA627z5jZIQ0Uz6skfWrwhs65PZLeo4EBg3slnSJpqTKYDs851ybpE5J+LGm/pD+UdE+GGT8pqTb1vEf8gwYK+I9k+BgAEAQb6EoHAEiqVAvxNknvc8496jsPAJQCWqIBIIHM7K1mNiHVx/kvNdCneaiuHwCAAoikiDaz75jZbjNbNcz9ZmZfNrMNZrYifT5SM7sqtWDABjO7JYo8AFACLpC0UdIeSb8n6R3OucN+IwFA6YikO4eZXSypXdL3nXOnDXH/1ZJu1sA0SudL+g/n3PlmVq6BBQau0MCpyOckXe+ceynvUAAAAECBRNIS7Zx7XNK+ETa5VgMFtnPOPS1pgpk1SlokaYNzbpNzrlvSXaltAQAAgNgqVp/omUpbGEADrc4zR7gdAAAAiK1iLbYy1PyhboTbX/8AZjdKulGS6urqzl24cGF06QAUzO62LtVWlWtsNWs7AQCSZ9myZXuccw2Dby/WUW2bpNlp12dJ2qGBSf+Huv11nHO3S7pdkpqamtzSpUsLkzQHe9u7VF1JkQAMZe4t92nRiQ36/h8t8h0FAICsmdkrQ91erO4c90j6QGqWjjdIOuica9bAQMIFZjbPzKokXafMJ/2PjT/4z9/pMz9d4TsGAvL0pr364oPrfMfAIM0HDyuEufU7e/q0fleb7xjIwT/c+5Je2XvIdwwAim6Kux9J+p2kk8xsm5l92MxuMrObUpsskbRJ0gZJ35L0x5LknOuV9HFJD0paI+nHzrnVUWQqpo0th3TfimbfMSBp/6Fu3xEi8ZVfr9dXH93gOwYGueCffq2V2w/6jpG3v717ta74t8d9x4hES1uXNrW0+45RNHc8uVlv/fcwXjsg6SLpf+Ccu36U+52kjw1z3xINFNlAXna1dur8Lzyizf90tcyG6m6fHFXlrIMUN4e7+yRJ+zt6PCfJ3zOb9/qOEJm3ffkJ7Wrr0pZbr/EdpWg6e/p9RwAgVixEQI6UzX39yT/dDhRSWVmyv2Sma+vq9R0BQImiiEYwWjs5mAKZqK0q9x0hMuF8HRhdTx8t0ECcUEQjGP9v2dbRN0qIrl4OlnHVG0AhU57w7k6l6pE1u45e3nGAFd4B3yiiEYzugArPpzaG02c1ND985lXfEfL24rbkD44sRY+v33P08vee2uIvCABJFNEIEF2iUUg7D3b6joAS9d9pX+BKaUYSIK4ooiPEgLZ4WNPc6jsCBjl4OPkzWiCeDqVmTSk1q7bzOQf4RhGN4BygYIudF7ce8B0hbxsDbPnr7CnNAjQEO1s5IwL4RhGN4DBoCoWwp73Ld4TItTGjDQDkjCI6QnTnAMJHCyB8mVRX5TsCgDQU0XlKnxEipFXAkmhPexhLfiPe9gWytDySh789IF4oovPU715rfeYDzq9fvrjDdwQAAFAiKKIj1NNHdw4AycFMNgCQO4roCDGcDUCSPJy2Ah4AIDsU0Xl64dUDRy8vfWWfvyA4qruPabuATPQEsIQ5APhCEZ2nV/cdOnr5R89u9ZgER3z11xt8R4hMWydzXsdFexfTwQEAXkMRjeDs7win8Fy7s813BKR8+4nNviOghDn3+jE36bNDASg+imgAyECIS5c/s4kuaEnx8xe2v+62Ez93v4ckAI6giM5TFy0BscOiN0BmNu05NPpGiIWvPRpONzUgFBTRefqHe1/yHQGDvLqvw3cEAEXWG/ggyY0tfOEB4oYiOk/MDQ0Mb8eBw74joERs2UuRCaC4KKIBFMwhZrQAAASKIhqIsS30WQUAIJYoooEY+8HTr/iOgJSx1RW+I2AEz23Z7zsCgBJDEQ3EGBONAJnZXKJnbViQCfCHIhoAMrBy+0HfEYDX4Xs24A9FNICiaD7ITB1A1PYf6vYdAShZFNERG2ppViAb6X9D+zuSfYBMb7091NXnMQkQphXbOEMC+EIRDcRM+oqL2/Ynu/X212t3+44AAEBBUERHrI15cQGgKDjzJ3X3hr1SIxBnFNERW7pln+8IAFASDnXTReiWn63wHQEoWRTRAIBE6uyhiO7pozUe8IUiOmK9fKABw+C9gWjtPNh59PKmlnaPSfyiSwfgRyRFtJldZWbrzGyDmd0yxP1/YWbLUz+rzKzPzCal7ttiZitT9y2NIo9P33pik+8IQCw99vIe3xEQmK604vHhNaU7iPUwLfKAF3kX0WZWLulrkhZLOkXS9WZ2Svo2zrl/cc6d5Zw7S9JnJT3mnEvvPHxp6v6mfPP4VqqrZiE6vQEtU9jS1jXk5aSj5S8ezHwnKI6+UT4TXtrRWqQkANJF0RK9SNIG59wm51y3pLskXTvC9tdL+lEEzwsEad3ONt8RIvPM5jAH2rYzCw+K6PwvPDzi/Su2HShOEADHiKKInilpa9r1banbXsfMaiVdJemnaTc7SQ+Z2TIzu3G4JzGzG81sqZktbWlpiSB2YexpT/biGPAvnHZoAFEY7bjy0+e3FSkJgHRRFNFDnVAbrg74PUm/HdSV40Ln3Dka6A7yMTO7eKgdnXO3O+eanHNNDQ0N+SUGUHT/89yrviMAQXp5V+kOqgR8iqKI3iZpdtr1WZJ2DLPtdRrUlcM5tyP1725JP9dA9xAAgdnf0eM7AgAAkYmiiH5O0gIzm2dmVRoolO8ZvJGZjZf0Zkl3p91WZ2bjjlyWdKWkVRFkKooNu/n2DwBxcNzkWt8RAJSYinwfwDnXa2Yfl/SgpHJJ33HOrTazm1L3fzO16TslPeScS5++Ypqkn9vAEOsKSf/tnHsg30zFcvAw/Z8RPZYyjr9t+zs0qa7KdwykGVNZ7jsCgBKTdxEtSc65JZKWDLrtm4Ouf0/S9wbdtknSmVFkAEJx8DDdHuJu3c42nTFrgu8YKAG9fUynCMQVKxbm4VAXE9wjeuVlJTL5LYBRtXYynSIQVxTReejntDsKIKTFVhA/oy3cgXh5ZS8LeAFxRRGdhxXbDvqOgGH0J7hQ+O9nmAoOhbO/g7EcSdKV4eqY+w7xugLFRhGdh/98bKPvCAhQ88HDviNgFBtbaB2Mg4Np0yauDWilz3SZLjH/z/evLXASAINRROchuW2d4evpZzAOCuebfIGOhd1tnb4jFFxVRWaH6f9ZunX0jQBEiiIaQRh8KvN3G/d6SgIkS5K7Pt1aAq2vzNYDxBdFNIKwt73rmOs9fcktDBB/tVXhzEmc5LM2pbAK5o+eZYwEEFcU0QWwsYWVDIuNGS0AhIhJoID4oojOQ0f30PNEb9/PwDDkLsENg0iAXs7SJEoPi60AsUURDcTMS82tviNgFMN9gU6CpzbuOeb6Szv4e4uzpxjfAcQWRXQBVGc4mhoAiq110EC1zXuYrg8AckG1VwBJbqUCELZuugcAQCQoogvg67/Z4DsCAnKAFeYQoTIz3xEAIAgU0QXAvJ7+uYCGtPcx84h3rZ3hvqeXrGz2HQHDOFgCU/gBSUYRXQC727pG3wgFdefvtviOgIAcDriL1vOvHvAdAcPYur/DdwQAI6CILoADtB5499sNjGhHdMrLwukCMXj2l5DO2oSGmVOAeKOIRpBCKnqAKG3cfexiULVVFZ6SRC+0OZUfXrMrq+1v+M6zBUoCYCgU0QhCyI1pW1m8BxFqmjvpmOvbD4Tz99USWFe6xvE1WW3/2MstBUoCYCgU0QjCA6uOHRwV0mC8ldsP+o4AJEJo04s+u2W/7wgARkARjSAs30ahCSAsa1i9FIg1imgEIeRVIg8yT7R3u1vD6Sbw9CYG3YasP6CzcEDchVt5AIEoL+Nt6ttzW/b5jhCZ1cz4ELTO3rC6tABxxtEZAIBArKBrG1A0FNEIws6Dnb4jFAzLfgPIVPPBcGZbAeKOIjpHu1rDLdqSKOQZLP7z8U2+I0SG/pr+LT5tuu8IKKC7l+/wHQEoGRTROdoR0NyqQLG8uO2A7wglb/OeQ74joIBaD7NiLlAsFNEF0t0b1spZQBTMWEnSt7U723xHKJjOHgbVPf/qAd8RgJJBEV0gW/d3+I4AxE4Fy7GjgHrpLgSgiCiic/TqPopkoFRs2N3uOwIy4BxFNIDioYjO0ReWrPEdAUCR/OjZV31HQAY+cdcLviNEhq4pQPxRROeoa5Q+z2ubw+13COSKhkIU0tZ94Qz4vvrLT+S8bx/dWoCioIgukDueDGdaMiAq97y43XcEIBE2teQ+i0p7Z2+ESQAMJ5Ii2syuMrN1ZrbBzG4Z4v5LzOygmS1P/fxNpvsm1aS6Kt8RAK+GmgZy2/5wWgqBuFq9I9x584E4ybuINrNySV+TtFjSKZKuN7NThtj0CefcWamfv89y39g50DHaXJzMQoDStiXw+YgZxIa4enrzPt8RgJIQRUv0IkkbnHObnHPdku6SdG0R9o21h9fs8h0B8KquusJ3hIKiVR1x9eVH1vuOAJSEKI5yMyVtTbu+TdL5Q2x3gZm9KGmHpD93zq3OYl+Z2Y2SbpSkOXPmRBC78Obecp/vCIk2Z1KtHv/0pTnvH/f//6duuUwzJozJaNu4/y4P/9nFOmHquFG3u3/Vztj/LltuvSaj7d5026MFTpK/TH+XuL8m//n+c/XWUzNbrvySf3lUW/YOPQVp4/gaNR/slCRNHVet3W1dQ263cPq4o4vS1NdUqHWYPsanNNbrpeZWSdLE2krtH+YM5QlTxx6dJvGFv75CE4vQ3S/urynCt/LzV2pcTaXvGAUVRUv0UP0WBp/nfF7Scc65MyV9RdIvsth34EbnbnfONTnnmhoaGnLNigQJfS7uN976a98RIvOWLz3uO0JkunpfP7UYi3j49dH/WpbxtsMV0JKOFtCShi2gpWNXdRyugJZ0tICWNGwBLR07z/iana3DbgeE5PTPP6TevrBXb46iiN4maXba9VkaaG0+yjnX6pxrT11eIqnSzKZksi9KG/1OUWz3vtjsOwIC9n/vZY0BlI7fbtzrO0JBRVFEPydpgZnNM7MqSddJuid9AzObbmaWurwo9bx7M9kXpW31jrBbbUL/lp5En79nte8IkdnV2jn6Riiq9NZrIHS33r/Wd4SCyruIds71Svq4pAclrZH0Y+fcajO7ycxuSm32bkmrUn2ivyzpOjdgyH3zzYRw/NP9YbfaPBXwt/THX27xHSEnbV3hzLF7/hce8R2hYNoDep2AUK0J/EtjJMPnU100lgy67Ztpl78q6auZ7gsc8dsN4RaZkrRy+0FdfGIYffwPdHRrQu1rA6Ze3MZctYjO9gOHNTNtIO7uBLeyO+eUOjkLIMFYsRDw6F8eXOc7QmS+9KuXfUdAwJ7asMd3hMiMvs4AgCSgiEbsMbgwGb7/u1d8R4jMC6/u9x0Bgzz0Ujhz79+9fLvvCAAiQBGN2Fu1Pew+VekOHqaFKg6+8usNviNEpieQwau/CqiI/vwvXxrx/ldHmKYPSJrfrNvtO0LBUEQj9r74UDhdHobS2fPavMR9zEccC79eG86H/sUJWBQmU0nuB52NoeYqB5Lqg999zneEgqGIRuw9ltBZHjJ12wPhfEmgJT1+0hcYSbr/CGg565HOEPT08WUaSAKKaMCz7/x2s+8IkXkpbV5v+rIjaj985lXfESIz0hzeIXVdAUJGEY1EoJtDMlz/raePXn4k4V0iQj8DknRJX4r9n0ZYhOJ5BrYCiUARjUTYsLvdd4SCOtxNH8i4+eB3n/UdITLdvWEMLkz38Jpkt9bet2L45eX5AofQhHpmkiI6ByzVXHx//MNlviMUVEtbl+8IkelPeAvhESF95p/4ufslhXEgO7JSYUcXXzyBpGhpD+cYl44iOgdrmtt8Ryg5G1sO+Y5QUP+4ZGDKqxCmI3syoEUxQhNADa2lW/b5jhCZEL7UAJlY9I+P+I5QEBTROXDigw/RenD1wKnpkU7xJsVf/WKl7wiRYaqx+Pmf57b6jhCZO54MZ1AxMJoQP08popEY6fMph+pQ6lR1km3dd9h3hMh84zcbfUfAIPev2uk7QmS+/ih/Xygdvw3wLCVFNBLjc79Y5TtCQbUHUECH5t8fDmde4qc2hnMAa+sMYz7yfR3dr7uNzwGE6j8C+jw9giI6ByH0W02inyzb5jtCQT2S8NkG0jHbSPz84bee8R0hMp/7xSpt2hPmjD2lsiojSs+L2w76jhA5iugccAoOhfDJu5b7jhCZP//Ji74jYAjdgTQA3L18h5asDKNbx4bdxw5UD2RyG6AkUETnYO1OZufwhekFkyGEAZJH/HhpOAPZNraE2XqbZH9/75pjrj+5njmiEa5lr4Qzu45EEZ2TyWOrfEcoWUdmsQgVrVDx8+mfrPAdITKth+lvGzePD1pYZfnWA36CAEXwrm/8zneESFFEI1E+9t/P+45QUN9+cpPvCAhY+rLsiKdfLN/hOwKADFFEAzHS1klLIVBqWHQFSCaK6BysCHCEaZKEsqw0AEgcU4CkoohG4nz10Q3HXN+6r8NTEgDIXyksJAUc8dDqMGbWkSiikUBf+tXLx1xvae/ylAQAAGTjxv9a5jtCZCiiAQDwiB5qQDJRRCORdh5kVS8AYejqpTsHSktLWxhnkCmikUifuOsF3xEAAEAOHl2723eESFBEI5Ge3RzWqkcAwFR3KBWf/mkYi1hRRAMoCvMdAIi5Qg+S5j2IONnVmvxumRTRSKwHVoUzTU4uhjogjnaQ9HkQpY0tc2V27GtVrNdt8PNk+7y5/E0mQbF+h+df2R/p45UNCp7NezDX33nwc+bKsnicbLY9Zr9Rrmezb677RfX/lc1z5vr/lc9zDuX8LzxS8ByFRhGNxLrpB+FMk5OLoQ6Iox0k41jIRlGoRfXY2SrU4/e7114rU/Fet8HPk+3zjvY3me3B21cBPvh5i/X/H/WKpfnM+pHrrlHNNJJNz5Zce8Hk8/ee6685eL9izMzyut/Tw3OGiiIaieac0+827vUdA3mIolCL6rGzVYwDRUgHo8EH78FFta/idTBfz7v9wGFPzwwgFxTRSLSnNu7VT5/f5jsGgBwMLqpD+sKQi237KaJRWq740mO+I+SFIhqJ9r5vP6OKYnQqA4AC+8kyGgRQWtbvbvcdIS+RFNFmdpWZrTOzDWZ2yxD3v8/MVqR+njKzM9Pu22JmK81suZktjSIPSguzQgFICr7yA+GoyPcBzKxc0tckXSFpm6TnzOwe59xLaZttlvRm59x+M1ss6XZJ56fdf6lzbk++WVCakv5NFkDp4Ds/cKz+fqeyhJ5RjqIlepGkDc65Tc65bkl3Sbo2fQPn3FPOuSNz9zwtaVYEz+tFa2eP7wgAAABBmP+XS3xHyFkURfRMSVvTrm9L3TacD0u6P+26k/SQmS0zsxuH28nMbjSzpWa2tKWlJa/A+Yh6CiIAAIBSdrAjmQ2UURTRQ7XBD3nGyswu1UAR/Zm0my90zp0jabGkj5nZxUPt65y73TnX5JxramhoyDdzzvr6OBkHAAAQlb+9Z5XvCDmJoojeJml22vVZknYM3sjMzpD0bUnXOueOTuzrnNuR+ne3pJ9roHsIAAAASsAvlr+ubEyEKIro5yQtMLN5ZlYl6TpJ96RvYGZzJP1M0vudcy+n3V5nZuOOXJZ0paRkfh0BAABATn7+QvKmeMy7iHbO9Ur6uKQHJa2R9GPn3Gozu8nMbkpt9jeSJkv6+qCp7KZJetLMXpT0rKT7nHMP5JupkFZsP+A7AgAAQFD+9H9e9B0ha3lPcSdJzrklkpYMuu2baZc/IukjQ+y3SdKZg2+PswdW7fQdAQAQkPoxlb4jAMgBKxYCiFxtVbnvCEAiVFeUqdxMnT19vqMA3n3wu8/6jpAVimgAkUvmtPlA8VVVlMlMev6V/aNvDATuN+v8TWGcC4poAAA8+/CdS0ffCCgBPX39viNkjCI6Sy1tXb4jAAACc5juHIAkacFf3T/6RjFBEZ2lZzbv8x0BiL0eFiUCAOToB0+/4jtCRiiiAUSuO0Gn4wAA8fK5XyRjyRCKaAAAAMTK13+zwXeEUVFEAwAAIFZue2Cd7wijoogGAABA7Gzb3+E7wogoogEAABA7F/3zo74jjIgiGgAAALH0m3W7fUcYFkU0AAAeOWaEBIb1we8+pxXbDviOMSSKaAAAPNrV2uk7AhBrb//qb31HGBJFNAAAHm3Ze8h3BCD2Fv51/FYypIgGAMCjzXviPQMBEAedPfFbxIsiGgAAjxrGVfuOACRCe1ev7wjHoIgGAMCj/Ye6fUcAEqGvP16jcCmiAQDw6L+efsV3BAA5oIgGAAAAskQRnYVDMeuLAwAAAD8oorPQ0xe/kaEAAAAoPopoAAAAIEsU0QAAAECWKKIBAAAQe2a+ExyLIjoLz27e5zsCkBhx+7AD4sjFa9pbILYqy+N3UKGIzsJzWyiiAQDRYcA6kFwU0Vno7uXDDsgULWzA6OK2AhuAzFFEZ2FhY73vCACAgPRSRAOJRRGdhcbxNRpXU+E7BgAAADyjiM7CPct3qK2TVQsBAABKHUV0Fn72wnbfEQAAABADkRTRZnaVma0zsw1mdssQ95uZfTl1/wozOyfTfePk8oVTfUcAAEgqi99sVwBKTN5FtJmVS/qapMWSTpF0vZmdMmizxZIWpH5ulPSNLPaNjfkNdXxwo6D48wIyw3g8AL5F0RK9SNIG59wm51y3pLskXTtom2slfd8NeFrSBDNrzHDf2Njf0cMHNwqKPy8UEl/SACA6URTRMyVtTbu+LXVbJttksm9s7DvU7TsCAOSML2kAEJ0o5msbqnFj8Gf1cNtksu/AA5jdqIGuIJozZ042+SLz3Q8t8vK8AAAAJe+v49WYGUURvU3S7LTrsyTtyHCbqgz2lSQ5526XdLskNTU1eWlQ+T8/WKolK3f6eGqMwEQLGwAAIassj1+HtCi6czwnaYGZzTOzKknXSbpn0Db3SPpAapaON0g66JxrznDf2JhUV0WfwhgKqYDm7wsAgGTIuyXaOddrZh+X9KCkcknfcc6tNrObUvd/U9ISSVdL2iCpQ9KHRto330yFUl1RrjKT+kKq2hAr/GkBAJAMkaxh7ZxbooFCOf22b6ZddpI+lum+cXXHk5t9RwAAAEAMsGIhAAAAkCWK6Cx85fqzVVPJfxkAAECpoyLMQm1Vubp7+33HAAAAgGcU0Vl4ZvM+ViwEAAAARXQ2BsZHAsiEMV8fMKo4zn0LIDMU0VkYV1PpOwIAICCV5RyGgaTi3ZuFd507y3cEIDk4cQOMqryMlmggqSiis1BXVe47ApAY1NAAgKj0xHClO4poAAAAxF7chqZRRAMAAABZoogGAAAAskQRnYV6ZucAAACAKKKzUsYoagAAAIgiGgAArxZOH+c7AoAcUEQDAODR285o9B0BQA4oogEA8Ojg4R7fEYBEiNt6HRTRAAB4dKi7z3cEIBEqyuNVtsYrDQAAJeZNJ0zxHQGIvbX/cJXvCK9DEQ0AgEcT66p8RwBi7cpTpqmmMl5dOSSKaAAAvKqNWT9PIG5u/0CT7whDoogGAABALK35+/h14ziCIhoAAACxU2bSmBifqaGIBgAAQOxs+qdrfEcYEUU0AAAAkCWKaAAAAMTKxi9c7TvCqCiiAUTOfAcAACTWgqljVV4W/yMJRTSAyDFlFwAgV7+8+SLfETJCEZ2lt53R6DsCAABAkJZ97i2xXFhlKBTRAAB49uGL5vmOAMTC5LHVviNkjCIaQOTM4t+XDYgD5wb+/cTlC/wGAZA1imgAkWvv6vUdAUiE9q5eOSeNra7wHQXwbu0/xHd1wqFQRGepcXyN7wgAgIC0d/UmYiYCoNCS0hf6iLyKaDObZGa/MrP1qX8nDrHNbDN71MzWmNlqM/tk2n2fN7PtZrY89RP7SQGvXzTHdwQAQEB6+vp9RwCQg3xbom+R9IhzboGkR1LXB+uV9Cnn3MmS3iDpY2Z2Str9/+acOyv1syTPPAVXUUbjPQAAQJTW/+Ni3xGylm9FeK2kO1OX75T0jsEbOOeanXPPpy63SVojaWaezwsAAIAATK+vUWV58hop8008zTnXLA0Uy5KmjrSxmc2VdLakZ9Ju/riZrTCz7wzVHSRt3xvNbKmZLW1packzdu6cnLfnBgAACM0X33Om7wg5GbWINrOHzWzVED/XZvNEZjZW0k8l/YlzrjV18zckHS/pLEnNkv51uP2dc7c755qcc00NDQ3ZPHWk6hhBDQAAEJmLFkzxHSEno1aEzrm3DHefme0ys0bnXLOZNUraPcx2lRoooH/onPtZ2mPvStvmW5LuzSa8DxPGVPqOAAAAEITb33+u7wg5y7c7xz2SbkhdvkHS3YM3sIFVF+6QtMY596VB96Wvof1OSavyzFNwFQnssxO6+VPqfEcAAAA5uPLU6b4j5CzfivBWSVeY2XpJV6Suy8xmmNmRmTYulPR+SZcNMZXdbWa20sxWSLpU0p/mmQclqKKc+VUBAEBx5dXB1zm3V9LlQ9y+Q9LVqctPShqyynHOvT+f5wc+evF8LVnV7DsGAORtYm2l9nf0+I4BIEP0TUCi3Xz5Ap08vd53DADI201vPt53BKCofvfZy3xHyAtFNBJtbHWFPnjhXN8xgEjYEOfsBq8GPdQ2hUaHqeJgAlWUmsbxY3xHyAtFNBJr7uRaSVJNZbnnJIWVawEz0n6DC7OonjNTIz1+Ls9diP+jqGTzHC6tijqyX78bfptCGZw5qqf0XYxH+fxDvYfyffzG8TV5PgKAYqKI9mi0Qkbyf9CRMsuQb1GUy+/50J++OYe9kifXAmak/QYXZlE9Z6ZGevxcnrsQ/0dRiXO2Yj+375bWKJ9/qPdQvo8/j5mGMuLjuJjPc8b5S/5oCpnhlsULC/joxUER7dFohYzk/6AjZZYh36Iol9+zqoI/XwDhWMj4joz4OC7m85xJ/CJ9RCEzfPTi+QV89OKgCgEAIAZoGECp+PilJ8h8DPCIGO9YJFKSVzgCAKCUXXVachdYSUcRjUR6y8nTfEcAgEiUZzJABgjISdPH+Y4QCYpoJFIZBx0Agagq51CM0lIZyN98GL8FSkpt1bFT2pUH0K8KAAAkC0U0EufXn7rkmOunzRzvJwgAAMjKlluv8R0hMhTROZg6rtp3hJI2fdCCBPQnBJBkC6aF0T8UKDUU0TkYXMQBAJCrSXVVviMAyAFFNBLljy853neEgnrHWTN8R0DArj49jGmlQtZ03ETfEQBkiCI6B22dvb4jlKwPXDDXd4SCmt8w1ncEDHLm7Am+I0TmY5ee4DsCRhHK1F/AUG6+LKzPIIroHNAH159p9WH3R+cvK37+68OLfEeIDN0G4ufL1599zPX3njfbUxKg8D5x+QLfESJFEZ2Dm94cdpeCOAthmdDhhHSq/d6bL/IdITL1NZW+I0Rm2rhwxnOE8oXgmtMbj7leV13hKQlQeKHMD31EWL9NkZw4jVPuiN5nF5/sO0JkmHYwfmZPGuM7QmR+/NELdP2iMFpsB5/ZHFNZPsyWAOKGIhqJcd8nwmndHMrsSbW+I2CQuZPDeU2e+PRlviNEZtG8SbJAOz/NmBDOlx0g3aevOsl3hMhRRCMxTp1B6yaK61sfaPIdAYNMGRvOuIgPXHCc7whA0fzeGeHNPkURDcTAkS5CFxw/2XOS/N2yeKHvCJFhEYz4CWmayw9dOM93BKBoQjzbShGdg+n14QzOQTx86sqB01whTHF3HbMLoIDeelo4A3DnTanzHQEoio9cFOYXRoroHEyliC66v3v7qb4jFNSiuZN8R4jMhNowZk0Iyff/aGCavrIApuecSZ9hIHE+e3U4A+fTUUQjEa4LZCT+cCYGMl1XSG68eL7vCJG5+MQG3xEi1zQ32Sv7sd4ASkmof+4U0UiE6gqmfUqCv7z6tf7Q8xN+qvqTgS0KEJo5Ce9f+bU/PHvY+/73m8I89Y3SFeoaDxTRgGczxofTPeiSk6YevZz0/t0sehE/U8aGc8bmTQuGPzvwhvnJH2AMlAKKaMReVUXYf6bfD2hZ6ROZzQIF9G/vPct3hMiM9CUt6a3sQKkIuzpBED53TZgDEo44YSqFJwrnZ3/8Rt8RInPh8VN8RwCAoyiiEXvvOmeW7whFU19DF4I4uO3dZ/iOEJlz5iR7AF66EGYXkaQJtZUj3j9rIi3RCMeWW6/xHaFgKKIRe6XUN7WinLdkHLz9zPBW1kq6kAZ6/vLjF414/5gqBlIDScARG/Do5MZwunLce/PIhUGS1FRSxMTNFadM8x0hMo0BDSYGShlFNODRZxeH09/71Bn1x1yvpTUNETph6rGzvVQn+IsOZ5yAMOT1TjazSWb2KzNbn/p3yM53ZrbFzFaa2XIzW5rt/ihd33jfOb4jFNTcycmeSznd4HlAWf7bv09dcaLvCJEZfHaAlQuB+At9dq18f7tbJD3inFsg6ZHU9eFc6pw7yznXlOP+KEEXLgh7NP6cyeEOIEpqX/aQFrq4OaB+xACS54YLjvMdoaDyLaKvlXRn6vKdkt5R5P0RuPqakUexA1H7gyZa0FE4n128cPSNgEDc9ObjfUcoqHyL6GnOuWZJSv07dZjtnKSHzGyZmd2Yw/4ysxvNbKmZLW1packzNuBf+hLZSfcXbz3Jd4TILBhiwZiKQKZWg3+XnzzsYQ4Iyr++50xNHlvtO0ZBjXq+1cweljR9iLv+KovnudA5t8PMpkr6lZmtdc49nsX+cs7dLul2SWpqanLZ7OvLHTc0qaevX5I0fkyV+vqdevv7VVVRJuekrt4+dfX0Hx1k0t3br4py09jqCjkn9fb3q7qiXGUmHTzco34nlacO5p09faquKFNtVYXKTOrpd6osM1WUl2nfoW6V2UAf1fIyqa2zV2OrK1ReZqooK1Ofc6osH7i8v6NbleWmvn7JOaeO7j6NHzPQ+nvkucZUlaunr19tnb2qKi9TX79Tn3Pq7OlTfU2lzAa+JZmksdUV6u7t16HuPlWUWep3durp61dtVfnAtm5gYE1dVbm6evt1uLtPlRVl6u93OtTdK5Optqpcbzwhv6Vvv/QHZ2rxaY16fH2L3jB/sp5Y36JLTpqqZzfv1fnzJmvJymZdc0ajnly/RxctmKIlK3dq8WnT9UTq+q/X7tZbTp6qZzbtU9PciXpo9S699bTp+t3GvbrohCl6YHWzLj95mp7ZtE+L5k7SExsGHn/ZK/t1xszxemLDHr3phClavvWAmuZO1KPrWvTG4ydr9Y5Wndw4TlPHZT5C/4vvOVOnzazXgY4erd/drlkTx2jCmEq9vKtNDeOqNWdSndbubFV3b78WTB2nrfs7dPBwj06dUa9+J63b2aq5k+tkZlq3s1VT62s0b0qdNu5ul5l03OQ6rd/dfnSfnt5+vbqvQyc31quju0/rdraqYVyNZk0co/W72zS2ulLzptTp5V1tmlBbqQsyXKa4qqJM3/5Ak7p7+2UmVZaXyUkqN1Nv/8B7pa/f6Uj3auek9K7WleVlKjNTvxv4myovK1Nv6j1WWV6mnr6B91NvX//Rx64oM/X09auv36mszNTf744+xpHHNpnKy0wzsuhn+2dXnKjTZ44f+MOX1NM78JxH9PT1q7KiTM45mSyVbeC9ZlLq+QfeI2Wp99DA7zyQT3rttrK0/4Sy1HuorOzIv6bePqeK8te26ent16kzx2f8uzz655fosXW7ddnCabp/VbMWn9aoh17aqcWnN+qXL+7QtWfN0M9f2K5rz5qpe5bv0LvOnamfLNumt585Q798sVnvPHum7l6+XVef3qgHV+/UFadMG3i/nDpdv3l5ty6YP1lPrN+ji09s0LOb9+nsORO09JX9OnfORK3cfkCnzhivl5pbdeK0cdqwu13zG+q0dV+HZkwYo/bOXr35xOGXyB5s0xeu1kvNrXp6016959zZkkk/ePoVXXD8ZJ09e4LuW9msvn6n3ztjhl5qbtXj61v03qbZqigv013Pvqrz50/WmbPG676VzWrr7NV7m2brpeZWPbVxj37/nFmqqSzXj5/bqrPnTNBZqcdr7+zVu8+dpc17Dumxl1v09rNmqLaqQj97fpsWTB2nN8yfpF+uaJZJOr5h7Ki/QxS++8HzdOBwtxrG1mj6+Gq9srdDh3v6NGdSrbp7+7WztVMTxlRpYl2l9h3q1t72bk0fX6Ox1RXaceCw+vqdpo2vUevhHu1p79aMCTWaWFulzXsOaW97l06aXq/qijI1Hzysnj6nmRPHaF97tw5192pafY3Gj6nU+t3tcs7phKlj1dXbr50HO1VXXaGJtZVq7+xVS3uXZk+q1ZjKcm1qOaR+5zS/oU4HOnp08HCPJoyp1NiaCm3ec0idPX1aOL1e5WWmtTvbVGbS/Iax2t/RrcPdfRpXU6H6mkpt2N2uyooyndAwVj19/Vq/u10N46o1YUylWjt71N7Zq6n11aqtqtD63e0qs4GVVg8e7tHOg52aXFeluuoKbd3fIZNp5sQxqigzvbD1gOprKnTC1LE6eLhHu1o7NX5MpcaPqdKr+w5pTGWFZk0co86ePq1pbtXsSbVqGFetgx09amnvUuP4MRpTWa6t+ztUUWY6fupY7W7t0s7Ww5o6rkYTaiu182Cnunv7NbW+WpXlZVqx7aCm1ddo7uRatbR1adOeQ2ocX6PJY6u182Cn+p3T9PE16uzu08aWds2dUqdp9TXaceCwth84rOMm1WnKuCq9srdD0sDg3G37D2vfoS5NG1ejKeOqtf3AYbV19qphbLUm1lXqpR2tmjy2WjMn1GjrvsPaur9D86eM1cS6Su1q7dTe9m7Nm1Knzp5+NR88rBkTxmhSXZW27DmkPYe6tWDqWE2ordQrezv01lOHKh3DYs7lXo+a2TpJlzjnms2sUdJvnHMjNkmZ2ecltTvnvpjL/tJAEb106dLRNiuoubfcN+L9F54wWT/8yBuKlAZDvR5JneA9lN/luS379J5v/u6Y2xafNl3f+F/nekqUuxP+col6+4/9rFz3f69SdUXyZogI5e9LCut3GWy0Y8xIFs2bpB9/9III0wClzcyWDRrTJyn/7hz3SLohdfkGSXcP8cR1ZjbuyGVJV0palen+cVVTOfJ/3ZjKZA6qAqJSZmF3gahimjLE1O+fPdN3BKAk5HsUuFXSFWa2XtIVqesysxlmtiS1zTRJT5rZi5KelXSfc+6BkfZPgtEWY2jt7ClSEiCezp494XW3hVRYD57SD4iLS06i3zVQDHk1lzrn9kq6fIjbd0i6OnV5k6Qzs9k/BCcNMTgJKCVlQwzGe9e5tJABhTahllmNgGLgfGSO+vpG7kt+wxvnFicIkCDZDKYEStn3PnRezvuybD1QHBTRObrqtJFHnXKmFwjH4CWnEU9f+8NwVjilSwYQfxTROfrD8+f4jgCgSFjCPBlmTmQpcADFQxFdIONqmJ0DCAWDCJOhP48pWwEgWxTRBULfT+D1DnX1+o6AgNXXMKButOlXAUSHd1uOKpkjFsgafYv9u/r08FcRK2Xnz8tvpVcAmaMSzNEpjfW+I6BEnD9vku8IkZk8ttp3hJL30o5W3xFQQAv4ogoUDUV0joaaAxf+XHHKNN8RCoZR+ojSlr0dviOggC5dyOcFUCwU0QAABGLOpFrfEYCSQRENxBwzDvg3hW4oSIhp9QxqB4qFIhpBCLnOrK7gberb+fPD6Zf+QVZTDVoVnxdA0fBuQxAqAu6jXs0SvohQecDvFQAoJopoBOH9Fxx3zPWQ1saoZ+EeoCR96MK5viMAGAFFNIIwqa7qmOtlAVXRbzx+iu8ICEhbZ88x16eOC6e/94wJYfUH3r7/sO8IAEZAEQ3EHGffEaWlW/Yfcz2kgau1VWGdtTlt5vistn/xb64sUBIAQ6GIRpDo94koBVRn6vpFc4653h/Q7xaaE6eNy2r78bUsew4UE0V0AZw4jRWjfPvra072HQEB6e3v9x0hMoN7OtVWMXA1rs6bO9F3BAAjoIhGkKaPH+M7AgIyPeC5d//ownm+I2AY42poWQbijCK6AN52xgzfERAQDqT+WUADVQebQBeA2GLOZyDeeIcWwEULmE0B0eFAiiiFNJAQAHzi6FwA7Z29viMAwJDqB53ZqCznMAAAueDTE4gZWp5RSAsb64+5fslJDZ6SIBMNAc3jDYSGo3UBVJSH238ShcfsLvGX5BktZk08dtAtX9ri7ZRBX3oAxAefnnkY7kB63txJRU4C+nkCAIBiooguAPoYFt/gfp5AIXV09/mOEJmyBM88kuDoGVs4PbsFVwAUD9UegjBjwrGnqE/KcqUvoFQl+Uv/O8+a6TtCwS0+vdF3BADDSO6nJ5Bm8DLfg/t9AlE6feZ43xEg6ffODH9O/rbOnoy2O3UGfaeBYqOIzsPJDPhAAZhK4Bx1wn3gguN8R4COHZcyb0qdxyT+3XzZAt8RgJJDEZ2Hj116vO8IGEaS+0q+97zZviMgYDWVyZ1ZZLDKtJlFqgOdZWRsdUVG21112vQCJwEwWJifOkXChBDxleRlmo+bXOs7AgKWaVGGeKjj9QJiiyI6DxNqmRECAFA480u8mwoQZxTRQMxUlPG2jDtaB1EsSZ6CEAhdXkdrM5tkZr8ys/WpfycOsc1JZrY87afVzP4kdd/nzWx72n1X55MHCMGYBK+GVyoWzWNBJRRHWRlFNBBX+TZ53SLpEefcAkmPpK4fwzm3zjl3lnPuLEnnSuqQ9PO0Tf7tyP3OuSV55imqU2cwzRVQimgdjJ+1O9t8RwBQYvItoq+VdGfq8p2S3jHK9pdL2uiceyXP542FkEa5AwAAIHP5FtHTnHPNkpT6d+oo218n6UeDbvu4ma0ws+8M1R3kCDO70cyWmtnSlpaW/FIDKLo/aJrlOwIQJHp8AH6MWkSb2cNmtmqIn2uzeSIzq5L0dkn/L+3mb0g6XtJZkpol/etw+zvnbnfONTnnmhoaGrJ56qKaXFflOwIQS5Pqqn1HAIJ02cLR2q8AFMKoQ8ydc28Z7j4z22Vmjc65ZjNrlLR7hIdaLOl559yutMc+etnMviXp3sxixxddJZGvafXhFJtlJvUHOJ96RTlvdBTPE5++VG+67dFh7/+jC+cVMQ2AI/LtznGPpBtSl2+QdPcI216vQV05UoX3Ee+UtCrPPN4x4Aj5ahgbThF99emNo2+UQPU1zBGP4pk9aeQFmKaNrylSEgDp8i2ib5V0hZmtl3RF6rrMbIaZHZ1pw8xqU/f/bND+t5nZSjNbIelSSX+aZx7vbrx4vu8IQCxdfjKnnBGtvrTTHFXlpTu/eiNFNOBFXisGOOf2amDGjcG375B0ddr1DkmTh9ju/fk8fxzNb2B1KWAoE2sZL4BozZgw5ujlD144118Qz2qrWPwH8KF0v7oDABKtvobiEYA/FNERm14/ZvSNAAB5q65grv5PXHaC7whAyaKIjtjJjeN8RwCAklBVwSFswTSOOYAvfAIBMWMBzfDSMC6cmUYAAEhHEQ3ETHna8mOnzxzvMUn+3nPubN8RgKBNYoEvwBuK6IiF1IoI5KsybVGS4yaPPNctgOydPivZX7SBJKOIBlAUlQmfx/d4pq8EAKRJ9lENAIqEuXjjrbJEl2KvYYYSwBuKaCDGmO0lPvqdG30jePPWU6f7juAFM5QA/vDuA2LsPU0MzIuLAx09viNgBLVVtMgCKC6KaADIAC1+AIB0HBUAFMxxkxmMh+KYWMtUbwCKiyI6T+87f47vCEBs0XqLYpk8loV9ABQXR7g8ncEcnbEzbwqtnwDCct15jI8A4oYiGgBK1LvOmeU7AjJ0y+KFr7vt2x9o8pAEwBEU0QhOZ0+f7wiRmVhb6TsCUq45vdF3hMhVVZTm3MpJNGGIPt9vOWWahyQAjqCIzlNF2Wv/hVPokxcLH3nTfN8RInPCVOaJjoumuRN9RwAAxAhFdJ4uWzj16OVPv/Ukj0lwxEnTKDyBTLB+DADkjiI6T2PSJvgvL+PUKIDkmMsgXADIGUV0hFgWGECSvOOsmb4jAEBiUURHaPwYBoH5NGN8je8IQKJw9gwAckcRnafqtMUkTpvJnNE+vfW06b4jAACAEkERnSez11pyptXTEgqE7pTGet8RAAAxQBENABlI/8Icisry8H4nACgWimgEp4y/ahTAWbMm+I4QOcZxAEDuKDciRJtOPJzQMNZ3BAxy8YkNviPkraoivI/LEFrX69KmGS0l57H4D+BdeEcFj8oY6R4Lk+pevzwuACTdgqmvNRDMnDDGYxIAEkU0AGTlD5pm+Y6QtxOncbYmid573uyjl992xgyPSQBIFNEISNNxk3xHiMylJyW/+0Oo5gXQXSjErimlIL1wvmzhVI9JAEgU0QjIefPoIwhkoreP1VWTaHraglJ0HwT8o4hGMHpShUFZAIOlgELq7OnzHSEyPf18IQDgR15FtJm9x8xWm1m/mTWNsN1VZrbOzDaY2S1pt08ys1+Z2frUvzQlImdTxlbpU1eeGEQLTUd3OEVOKEKaU7mmMpwZLT5z1UJ95qqTfMcAUILybYleJen3JT0+3AZmVi7pa5IWSzpF0vVmdkrq7lskPeKcWyDpkdT1RDq+oc53hJJXXVGumy9b4DtGJM6bO0kVAXwZCElFeZluevN8nXtc8r/r3/buM3RJIP3uP3zRPP2fS07wHaOo/vQtJ/qOAEBSRT47O+fWSKPONbpI0gbn3KbUtndJulbSS6l/L0ltd6ek30j6TD6ZfPiP956lhvpq3zEQkJsvP0E3vHGu7xgY5JbFJ/uOEIkzZk3Q9z60yHcM5GDTF64O4mwbEIK8iugMzZS0Ne36Nknnpy5Pc841S5JzrtnMEjnc+NqzZ/qOgMBUV5SrYVwYp9wn1VXpJKZUAyJBAQ3Ex6hFtJk9LGn6EHf9lXPu7gyeY6h3fNYjQczsRkk3pq62m9m6bB8jAlMk7fHwvBgZr0v8vPaalJVXvNDf3/c5OUaA+cd7JX54TeKJ1yV+fL4mxw1146hFtHPuLXk+8TZJs9Ouz5K0I3V5l5k1plqhGyXtHiHH7ZJuzzNLXsxsqXNu2AGU8IPXJX54TeKJ1yV+eE3iidclfuL4mhRjirvnJC0ws3lmViXpOkn3pO67R9INqcs3SMqkZRsAAADwKt8p7t5pZtskXSDpPjN7MHX7DDNbIknOuV5JH5f0oKQ1kn7snFudeohbJV1hZuslXZG6DgAAAMRavrNz/FzSz4e4fYekq9OuL5G0ZIjt9kq6PJ8MRea1OwmGxesSP7wm8cTrEj+8JvHE6xI/sXtNzDHWBwAAAMgKy34DAAAAWaKIztBwS5fDHzP7jpntNrNVvrNggJnNNrNHzWyNma02s0/6zlTqzKzGzJ41sxdTr8nf+c6EAWZWbmYvmNm9vrNggJltMbOVZrbczJb6zoMBZjbBzH5iZmtTx5cLfGeS6M6RkdTS5S9rYPDjNg3MOHK9c+4lr8FKnJldLKld0vedc6f5zgMpNVVlo3PueTMbJ2mZpHfwXvHHBpaUrXPOtZtZpaQnJX3SOfe052glz8z+TFKTpHrn3Nt858FAES2pyTnHHNExYmZ3SnrCOfft1Exvtc65A55j0RKdoaNLlzvnuiUdWbocHjnnHpe0z3cOvMY51+ycez51uU0DM/KwpKdHbkB76mpl6ofWE8/MbJakayR923cWIM7MrF7SxZLukCTnXHccCmiJIjpTQy1dTmEAjMDM5ko6W9IznqOUvFS3geUaWNDqV845XhP//l3SpyX1e86BYzlJD5nZstRKyfBvvqQWSd9NdX/6tpnV+Q4lUURnKpKly4FSYWZjJf1U0p8451p95yl1zrk+59xZGlgxdpGZ0f3JIzN7m6TdzrllvrPgdS50zp0jabGkj6W6DcKvCknnSPqGc+5sSYckxWJsGkV0ZkZauhxAmlS/259K+qFz7me+8+A1qVOgv5F0ld8kJe9CSW9P9b+9S9JlZvYDv5EgHV3nQs653RpYB2OR30TQQA22Le0M2k80UFR7RxGdmZGWLgeQkhrEdoekNc65L/nOA8nMGsxsQuryGElvkbTWa6gS55z7rHNulnNurgaOJ792zv0vz7FKnpnVpQZEK9Vd4EpJzP7kmXNup6StZnZS6qbLJcVisHpeKxaWCudcr5kdWbq8XNJ30pYuhydm9iNJl0iaklp+/m+dc3f4TVXyLpT0fkkrU31wJekvU6uWwo9GSXemZhkqk/Rj5xxTqgGvN03SzwfaAlQh6b+dcw/4jYSUmyX9MNWQuUnShzznkcQUdwAAAEDW6M4BAAAAZIkiGgAAAMgSRTQAAACQJYpoAAAAIEsU0QAAAECWKKIBIIHMbLKZLU/97DSz7anL7Wb2dd/5ACB0THEHAAlnZp+X1O6c+6LvLABQKmiJBoCAmNklZnZv6vLnzexOM3vIzLaY2e+b2W1mttLMHkgt0S4zO9fMHjOzZWb2oJk1+v0tACD+KKIBIGzHS7pG0rWSfiDpUefc6ZIOS7omVUh/RdK7nXPnSvqOpH/0FRYAkoJlvwEgbPc753rMbKWkcklHljFeKWmupJMknSbpV6nljsslNXvICQCJQhENAGHrkiTnXL+Z9bjXBsL0a+AYYJJWO+cu8BUQAJKI7hwAUNrWSWowswskycwqzexUz5kAIPYoogGghDnnuiW9W9I/m9mLkpZLeqPXUACQAExxBwAAAGSJlmgAAAAgSxTRAAAAQJYoogEAAIAsUUQDAAAAWaKIBgAAALJEEQ0AAABkiSIaAAAAyBJFNAAAAJCl/w9X2WFzRkqqKgAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 69, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Solution\n", "\n", "def makeMelody(melody,instrument,envelope):\n", " X = np.array([])\n", " for (n,amp,d) in melody:\n", " if n == 'R':\n", " n = 'A0' # just a random note\n", " amp = 0.0 \n", " X1 = applyADSR( envelope, makeSignal( makeSpectrum( instrument, Freqs[n] ), amp, d ) )\n", " X = np.concatenate([X,X1])\n", " return X\n", "\n", "# Test by creating a C major scale\n", "\n", "CM_scale = [('C4',1,1), ('D4',1,1/2), ('E4',1,1/2), ( 'F4', 1,1/2), \n", " ('G4',1, 1/2), ('A4',1,1/2), ( 'B4',1,1/2),('C5',1,2)]\n", "\n", "S = makeMelody(CM_scale,'clarinet',wind_envelope)\n", "displaySignal(S)\n", "Audio(S,rate=SR)" ] }, { "attachments": { "Screen%20Shot%202020-05-30%20at%204.51.04%20PM.png": { "image/png": "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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "### Part C (The Lick)\n", "\n", "The following is a common phrase used in Jazz (look up \"The Lick\" on YouTube). \n", "\n", "![Screen%20Shot%202020-05-30%20at%204.51.04%20PM.png](attachment:Screen%20Shot%202020-05-30%20at%204.51.04%20PM.png)\n", "\n", "If you do not read music notation, here are some hints:\n", "\n", " - The notes can be found on the piano diagram above; the first note is D4, and all of the notes are in the 4th octave (i.e., have a 4 in their name);\n", " - There are 8 notes (the 7th and 8th being \"tied,\" meaning you hold the 7th note into the 8th note without\n", " playing it again); pick a duration for the 8th note (a \"whole note\"); the duration of the 5th note (a \"quarter note\") is 1/4th as long, and the other notes (\"eighth notes\") are 1/8th as long;\n", " - Adjust the durations until it sounds somewhat similar to what you heard on YouTube.\n", "\n", "Construct this melody for the clarinet (using the wind envelope), display it, and give a call to Audio which plays the melody (we will run this when we grade it). \n", "\n", "The exact timing and tempo could be adjusted if you wish; most jazz players use a \"swing\" rhythm, in which\n", "the first note of two eight notes is longer than the second; I can discuss this in lecture next week. " ] }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 70, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#Solution\n", "\n", "the_lick = [('D4',1,1/3), ('E4',1,1/6), ('F4',1,1/3), ( 'G4', 1,1/6), \n", " ('E4',1, 1/2), ('C4',1,1/3), ( 'D4',1,1/6 + 2),]\n", "\n", "S = makeMelody(the_lick,'clarinet',(0.06,0.04,0.8,0.1,0.5,0.1))\n", "displaySignal(S)\n", "Audio(S,rate=SR)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Composing Music\n", "\n", "In order to create interesting musical compositions, at least in the West, one generally\n", "has more than one melody. This can easily by done by simply adding signals together.\n" ] }, { "attachments": { "Screen%20Shot%202020-05-30%20at%204.35.40%20PM.png": { "image/png": "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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "## Polyphony\n", "\n", "You can add signals together to make simulateous melodies, just make sure that\n", "you don't exceed the maximum amplitude. You can apply `scaleSignal` if you think this\n", "might be a problem. \n", "\n", "Here is a simple bit of polyphony, learned by piano students the world over, Bach's first\n", "two-part invention. \n", "\n", "![Screen%20Shot%202020-05-30%20at%204.35.40%20PM.png](attachment:Screen%20Shot%202020-05-30%20at%204.35.40%20PM.png)" ] }, { "cell_type": "code", "execution_count": 71, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAtEAAAGDCAYAAADtZ0xmAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAABatElEQVR4nO3dd5gUVdYG8PfMDDPAkHPOGclJgggSJKioC6sYFtOirml11U/FHFlzWFfWgDmscUVEQVAJKllyjhKGDEMYhkn3+6MD3T3Vsaq7ble/v+fhoUNV9e2e7qpTt849V5RSICIiIiKiyKXZ3QAiIiIiomTDIJqIiIiIKEoMoomIiIiIosQgmoiIiIgoSgyiiYiIiIiixCCaiIiIiChKDKKJiJKAiFwuIjMS8DoDRGRnvF+HiCjZMYgmItKEiPQTkV9FJFdEDonILyLSAwCUUh8qpYba3L4GInJYRPr5PNbQ/VgvO9tGRJRoDKKJiDQgIpUATAXwCoBqAOoDeATAKTvb5UsptRPA/wF4U0TKuh/+D4C3lVIL7GsZEVHiMYgmItJDKwBQSn2slCpWSp1USs1QSq0AABG5SkTmeRYWkaEist7da/1vEZktItf5Lisiz7p7ibeKyHCfda8WkbUickxEtojI9VG08w0AOQAeEpFxAFoDuN+C909ElFQYRBMR6WEDgGIReVdEhotI1WALikgNAJ8DuBdAdQDrAfQJWKyX+/EaAJ4G8JaIiPu5fQDOA1AJwNUAXhCRrpE0UimlAFwH4G8AXgTwV6VUXkTvkIjIQRhEExFpQCl1FEA/AAqu3t79IjJFRGobLD4CwGql1JdKqSIALwPYE7DMdqXUG0qpYgDvAqgLoLb7tb5VSm1WLrMBzABwVhTN3Q5gN4CjAOZEsR4RkWMwiCYi0oRSaq1S6iqlVAMAZwCoB1dvb6B6AHb4rKcABFbU2OPzvKenuAIAuHu657sHLx6BKyivEUVT7wFwEK4e7TujWI+IyDEy7G4AERGVppRaJyLvADDKV84B0MBzx52m0cBguVJEJAvAFwD+AuBrpVShiPwPgIRc8fT67QDcBVe6SCaAeSLyhVJqYyTrExE5BXuiiYg0ICJtROQfItLAfb8hgLEA5hss/i2ADiJyoYhkALgJQJ0IXyoTQBaA/QCK3AMOIyqdJyJpAN4C8LRSap170OPLAF73ybcmIkoJDKKJiPRwDK7e3QUicgKu4HkVgH8ELqiUOgBgDFwDBg8CaAdgMSIoh6eUOgbgVgCfAjgM4DIAUyJs420Ayrtf1+MxuAL46yLcBhGRI4grlY6IiJKVu4d4J4DLlVI/2d0eIqJUwJ5oIqIkJCLnikgVd47zfXDlNBulfhARURxYEkSLyGQR2Sciq4I8LyLysohsEpEVvvVIRWSYe8KATSJyjxXtISJKAb0BbAZwAMD5AC5USp20t0lERKnDknQOEekP4DiA95RSZxg8PwLALXCVUeoF4CWlVC8RSYdrgoEhcF2KXARgrFJqjelGERERERHFiSU90UqpOQAOhVhkFFwBtlJKzQdQRUTqAugJYJNSaotSqgDAJ+5liYiIiIi0laic6PrwmRgArl7n+iEeJyIiIiLSVqImWzGqH6pCPF56AyLjAYwHgOzs7G5t2rSxrnVERERERAaWLFlyQClVM/DxRAXROwE09LnfAMBuuIr+Gz1eilLqdQCvA0D37t3V4sWL49NSIiIiIiI3Edlu9Hii0jmmAPiLu0rHmQBylVI5cA0kbCkiTUUkE8CliLzoPxERERGRLSzpiRaRjwEMAFBDRHYCeAhAGQBQSk0CMA2uyhybAOQBuNr9XJGI3AxgOoB0AJOVUqutaBMRERERUbxYEkQrpcaGeV4BuCnIc9PgCrKJiIiIiJICZywkIiIiIooSg2giIiIioigxiCYiIiIiihKDaCIiIiKiKDGIJiIiIiKKEoNoIiIiIqIoMYgmIiIiIooSg2giIiIioigxiCYiIiIiihKDaCIiIiKiKDGIJiIiIiKKEoNoIiIiIqIoMYgmIiIiIooSg2giIiIioigxiCYiIiIiihKDaCIiIiKiKDGIJiIiIiKKEoNoIiIiIqIoMYgmIiIiIooSg2giIiIioigxiCYiIiIiihKDaCIiIiKiKDGIJiIiIiJDm/cfR35hsd3N0BKDaCIiIiIyNOi52Zj8y1a7m6ElBtFEREREFNSBYwV2N0FLDKKJiIiIiKLEIJqIiIiIKEoMoomIiIiIosQgmoiIiIiC4sBCYwyiiYiIiIiixCCaiIiIiChKDKKJiIiIiKJkSRAtIsNEZL2IbBKRewyev0tElrn/rRKRYhGp5n5um4isdD+32Ir2EBERERHFU4bZDYhIOoBXAQwBsBPAIhGZopRa41lGKfUMgGfcy58P4Hal1CGfzQxUSh0w2xYiIiIiokSwoie6J4BNSqktSqkCAJ8AGBVi+bEAPrbgdYmIiIiIbGFFEF0fwA6f+zvdj5UiIuUBDAPwhc/DCsAMEVkiIuODvYiIjBeRxSKyeP/+/RY0m4iIiIgoNlYE0WLwmAqy7PkAfglI5eirlOoKYDiAm0Skv9GKSqnXlVLdlVLda9asaa7FREREREQmWBFE7wTQ0Od+AwC7gyx7KQJSOZRSu93/7wPwFVzpIURERERE2rIiiF4EoKWINBWRTLgC5SmBC4lIZQBnA/ja57FsEanouQ1gKIBVFrSJiIiIiChuTAfRSqkiADcDmA5gLYBPlVKrReQGEbnBZ9GLAMxQSp3weaw2gHkishzAQgDfKqW+N9smIiIq7Wh+IT5dtCP8gkREFJbpEncAoJSaBmBawGOTAu6/A+CdgMe2AOhkRRuIiCi0n9fvx91frMCfezQMvzAREYXEGQuJiFKEUsHGfBMRUbQYRBMREVHKyi8sxtyN+pTOXb07Fzd9uNTuZlAEGEQTERFRyvpx3T5c+dZCu5vhtXDrIXy7MsfuZlAEGEQTERFRyiosLrG7CZSkGEQTERlg/jAREYXCIJqIyMDV7yzCSzM32t0MS2WkcZdP9tt+8AQe+B+nhKDkxz0qEZmy68hJbNh7zPR2cnJPYuuBE+EXTJCf1+/HCzM3YOXOXLubYplymdbt8vMLiy3bFqWWBVsO4f352+1uhteuIyftbgIlKQbRRGTKPz5dhtGv/Wp6Ozd+sBQDn/3ZfIMsNkejUfu6mLNhP9o8wHmxKDab9x+3uwlep4qK8fT36+1uBiUpBtFEZMrOwydxNL/I9HaW7ThivjGUEDm57Lmj2BWX6DPegEMfIneqiFefAjGIJiJKEQePFwAAiliNgIiixBOO0hhEExGliAnuwVwnCtijRAQwt5/MYRBNRJQiCorYA032e3PeVrub4DV7g35jHuZuPGB3EyhCDKKJUtjfPlyCJvd8a3cziCgF7dagKoZV+dn5hcX4fMlOS7b147p9lmyH4o9BNFEKm7Zyj91NoAgcP1WETo/MsLsZlOJ2Hzlp6SREi7Ydsmxbdluy/TDu/Gy53c2gBGMQTUSkuROnipB7stDuZlhOKcUR/0mkz8QfsWmfPuXpiOzGIJqItHLilPlyeTr524dLHfeerPLl0l3o8ugPdjeDonBSk4F4e4/m48d1e+1uhuV0qqFN4TGIJkoyfxzMw5LtzrkMGuir33fZ3QRLTVuZg33HTtndjLhYuNXc93DT/uPIY6UQisFrP2/GNe8strsZlntjzha7m0BRYBBNlGQe+HoV/vTab5ZuM69An57So/l6pS3oMPhJVxO+Wml3EyhFOTUN6JNFO7y31+YcjXk7a3OOclKkBGAQTZRkDucVWL7NSbP16f3IOZJvdxP8fLjgD7ub4GXmoOrLqooEG/cdx5E4fB8pNfz+xxG7m6C1XYdjD4JHvfoL7v58hYWtcaXQkD8G0USE/RqlG7w/f7vdTdDW8JfmWhK0/rDGuqos7/7Kv1cq8FTlsHLWund+3WbdxshPQVEJ9uSaD3p9rww+NnWt6e05DYNoIsKM1Sx1lyys6EU+lm9d+k6+Qy+rk78C91TxRSWcsCeV+Abih07o09miCwbRRCnKt97rwRO8JE9EqW3j3mN2N4GSDINoohS19yh7FZKRVfnMRORvD3N+S1mz25pxGE7FIJqIHOXn9fswbUWO3c2Im8e+NZ+XeOIUUzDIHjpPGrR+j7N6oguLzafefLxQn4HVOmIQTUSOcudny/G3j5ba3Yy4WWSyNjMAKLA3m+yhW8+m7+Qmj1twgqqTbQfz7G6C4zGIJiJHyS/kwCcip7NqcOxni3dasp14KLCgJ5nii0E0UZJZsTPX7iZojQceIucrKNLrdx6P/c5RjVNfyIVBNBFpJ78w9pxd3Q6uROR893+1yu4mxB07cEpjEE2Uoo6c1Les3byNB+xuAhFRxHYdcf4U20WsDFQKg2iiFDV1ub4VLOzeWQeOai9x2MHDyvKGK9k7RTY46b5aVcT0LbIRg2iiFPX63C12N0FbCwMqYEyPcUbHnFw9e6esLFu1W9P3SM4mIgCAwmK9TnCtPKlc57CSe07EIJooyXRqUNmS7ViVO7zzsPOCqN0Bl2Yfnbompu1YOb22ByeEIDus2qVXaTpdbdxnXeD7zq/bTK2fJta0g4KzJIgWkWEisl5ENonIPQbPDxCRXBFZ5v73YKTrEpG/WpXK2t0E7Xy2eAfyCqwPWD3Mppccy+coe0pu3610pX/9sumgzS3xdzhP37EddnNYFpqWTAfRIpIO4FUAwwG0AzBWRNoZLDpXKdXZ/e/RKNclohQyI8r0ibs+X4HfNsd+cN+Tmx+XwYzlyqQDAATO7RLasv9EzOtOWbbbwpZQIjz/wwa7m+DHbG+t1Zb+cThhr7Vgy0H868eNCXs9Ks2KnuieADYppbYopQoAfAJgVALWJaIkkldQhKMR9sh++fuuqLevTPS6vDhzA654a0HsGwgi3aLrqWbem85SoaIBxdfJgtDlMK98awFW7DySmMYguhPD3LxCU0HwW/O24tkZep3UpBorguj6AHb43N/pfixQbxFZLiLfiUj7KNeFiIwXkcUisnj//v0WNJuIIqF8IriSEoXiENcIb/14KXYcMp5q9h+fLseVcQhUozV99Z5SbTwR5kDsoWKMZguKY697DQDHT8UvVUUHkX6um/cfd/xnQcaWbD+MZTuORL3e3I0HYlrPasUlqtT3fNnOI9oHwQ49f7eMFUG0UVdL4Oe+FEBjpVQnAK8A+F8U67oeVOp1pVR3pVT3mjVrxtpWbXyzfBdW7WJpqGSw71g+3krhShZN753mHWh39xcrcOMHS4IuO2V5DlYG+V4v3HoIy3e4ngsViEeqqLgEh09Enw95/ftL8PT09TFddm167zS/iWB2HMrDI9+s9t7eezQfOw7l4ZdN/qkhp0wO4pQ4ZIPkFxZj077j1m84BoXFpQMMI4Oem42XZuoddFDsth90pQYZlZS85p1FuP69xd770Z7QWl2m8qulO/HT+n0RL3/+K/PwnzlbsPvISdODupVS+ONg6c4KK/arpV/M3OonC4qD/q1e/GEDTiT5SbEVQfROAA197jcA4Hc9Qyl1VCl13H17GoAyIlIjknWd6paPl+HJaWvtbobXy7M2IjfPWYOfck8WWnLA/WHNXjz2rT5/Kzvqoh5yB6tTV+zGjDV7vQe7YEpKFGZvcF0xMtqBNr9vGtbsDj3af+7G0Fec3vl1G7o9/kPIZYL5ZvluXPzvX2Na13d63/lbDuLtX7YBAMa+MR+3fPQ7Jn6/Dpe/6d/jrmNOdJsHvsfg52dHnGITby0mfIcl210nNqG+43ssrHGtOzMzd+pi1a7ciAb9FhWX4OxnfsapomL0f+YnfLp4B1buzMUjU1bj+Kki5J4sxMETBdh3NB8fzt+Oue4xDCURBNP7j51Cs/tcJ8B7j+abDmIPnSjA7Z8ux20f/47Hp67x+zsdzS/CW3O3YNG2Q7jsjfnex9fkHMWCLQfRZ+KPeO+3bcjNK4wo9cMo+F+35xj6P/OT9/6e3HzM3bgfze+bhm9X6FX/v+2D3+PrIO/zxVkb0f6h6YbvMVlq81sRRC8C0FJEmopIJoBLAUzxXUBE6oi7qKOI9HS/7sFI1nWywAkd7PT8DxuwYtcRu5thqVW7cvHCTOcNuvBUiohHML33aD6a3PMtJn5nfNKQX+h6zVs+/r3Uc769IL9tOYhxkxciN68QTe+dZtjbsPdY6FJtnoAKcNVbfvuXrQCAtTlHcbKgGNsOnkCJAgY++7Ph+kopTFm+Gy/8sB5fLNkZ8rWiVVRcglW7cpGdleF9bOfhk9iw71hcytrFU8eHZyAn96TtAVtxicItHy/Fku2H0GLCd0GXm7V2LxZt86/j/dLMjbjz0+XxbmLCtXnge3y9LPrxAUY+nL89aKqV1XYfOYkdh/JwNL8Q570yD7f67C8Cxwlc884iHD5R4O3wVMr1W1qx8wju+2ol3v51G85+2hUwFpUo9HxyFib87/QU2x8u+AO5Jwux9cAJPDN9PVbvdl3tWrDloPdE3fObPP+Veej15Cy89vPmmN5XcYlCSYlC18dcJ+9H84vw5ryt2H/M/8TusW/XYvG2w/g1yGDnRdsOodOjM/DF0vD7pX985vpeb9l/HG/Pc+0DA3+rQ1+YjSvfWggAuOmjpdG9qSgdOB79SeyHC7bjq993ejtjAm054N8pk5N7Es3um4Zr3lmEPbl6l/Q0HUQrpYoA3AxgOoC1AD5VSq0WkRtE5Ab3YqMBrBKR5QBeBnCpcjFc12ybkkXgD89uxy04+M/ZsD/mvFGrWdX3Z1U9ZauUdVd8iEeen2eigEmzQ6evGNWG9g1sPncHrXmFru/Ude+evgwbTfB/2Rvz8eDXq/D1st145BtXrebhL83FizM3YMchVxu2HjDuFT92qgi3fvw7Xpq1yXsgssKira4g77xX5nkf8/TMH8krxJwNsY/Z+GzxjogCHavL+fV+6ke0eeB7NLnnW0u3G63dR/INq32UlChM+GolACCvoBhjJv2GfT4nYZ8u3oHPIwhIwskvLLb9ZCLQ0u3Rpx0ZmfC/VfjIwkl2AhWXKMxcsxf5hcXoM/FHnPX0T+j48AwAwMy1p9MePBVrPH5ct8/vhNmXJzXsYJi0rQ17j2Hgsz/j1Z82eXs9L3l9Pu74dJnfchvd6UsvzNwQ9X59bc5RNL9vGs58alZU6xmZvnpvxMt+5R5k/dGCP/BIQL36GWtc2zkacOz+YP52ky087VSR/+9h+ItzSy2TX1iMQc/9HLSU56Jth3H7f5fjf+73opTCDe+fTgsc/Pxs7+95w95j6P3UjwBc343Hvo2tRn+iWFInWik1TSnVSinVXCn1hPuxSUqpSe7b/1JKtVdKdVJKnamU+jXUuqkiI12vuW6syLv8y+SF2ky+Ud6nl1AX2w+ewCsWlSSKx9TYL80ybttni3f43Tc64fINPgJPpH7bcrpHZq47X/jqtxeh15Mz8WnAtn39uvkg3vttO152t8sTgP9nzhZvukikxk1eWOrA+VKEVyr2HzvlfU9/GAS5/7CgF3TJ9kO46/MVGPrCHPSd+GOpvGpfS7cfMXy8qLgEm3wme4jlkmiwgMZKa3OOYm+QSWPu+nxFqceW/nEYHy7wDwBnrY08HzVS17+/BLd8VPoqS7R2HbGuZ79sQNBpRqw9sKEs2HIQx/ILcfU7C3Hde4vR/fGZIZc3Ghh63XuLvdN4e54PlgJgZIXPLIFKKUxz17QONeNfsLEbwXj2QfsMOr+MTnw9nWTzNh5Av3+6gsJYx0ZMnrcVa/e4etWPnyrC/31R+jfi636fnnqzqmZn+t3ff/wUtuz3H0vx5dKd2Lz/BG4O89vxpN6UKOD7gDKmR0+6AvDANL9Yxr0kkl5RXIqpVj4z/EJkuzIWnuxMXZGD5zQdjZ1fWOx3YJm/5SCuf9/Vg/zub9uxZPvpnuaCEL3JuSeNeyM8vUlXv73I+9jeo6eC1mf2TYvIc1fPOOe52eHeRlCzN+wv1YP7wswNGDPpVxw6Ef6qkOc9++7UPT3uRqkpTe751nsgve69RX7PeXI8TxYU47xX5uKxqWtw2RuuPOqThcXYdeQkxk1eGPF7+2zxDtz+32X4ef1+DH5+DjbuPYYpy3ej2X3Toq5m8afXfsWOQ3l44YcNOBjk0m3gCYynVN2+o/n4NUTw7zHi5bmY8NXpA31gekYgswMzIzV7w/6oBosF03fijxg9Kbac+2Rzyevz0fnRHzBng+vvHmv1FE+v9ZDnXb/xaNKifIPY/MIS/O3D8CkN0VwRm7/lYMhOi8veLF11yDNz4RVvLfB2LAVL7wjn0alrvJPcjHx5LjbsTdyAYKO+tcUBJ9r3uX/Lszfs9wuww417cQL9uuooKu//tg3DO9RFjQpZdjfFu1PKyjAXdOYVFOH937bj+rObW9EsrZj9bAAEDWzM6vGEfw/SCz9swIKth3zu+/faLt9xxBvc+rr3y5VoW7cSAOtnNzPqBfY4UVDkl3u9zSDNY7I7p9DXom2nDwjTV+/BwNa1Qrbh5R83eW//uM4VcJ04ZdzrePPHS0s9X1KicMZD0wEAA1vXxKpdRw2nVPY9aC83SN0pKi7B4bxCFJWUeHtvPb2fQ16Yg/pVygEAvl+1B4dPFOCv/ZuFfF++znLnoH62eAd+vXdQqeenrfTvReo78UdsmzgSL83aiA8X/IFtE0d6n9t5OA8VsjJQXKIgIqiWnQml4NcTHTgQE3B9z6uH2K/plnYRyMnTZBcWl2Duxv2oWcE1e2okVSGOnypChQiuDh6OYYC774QrU1eU7sHevD940BmuzjQAXPr6/LDLBJobxeRN//t9Fy7sYljdt5TtBlU5dPLwN2vw3jU9AQD/meN/5eO1nzfjurMi3w8lA/ZEJ7kHvl6NSXG4RGeGmMwLWZtzDE99t65ULpYThAoCIxWvNKDAnh/fABoA5gX0MN76ye8Y+4bxwWVtjiuAuNNELnK036LbPlmG633y7K56e1GpZXwDYCPXv78Ei7cb94puDNH7E2zAjCdvG3AFHnkFRXjfJ1/xp/WhU1I8wfMDBpdnL37tV/R4YqZfSsp3q04Ht57e4Ts/W44npq0NeoUglN1RDOr586Tf/C6fl5QozN9yEBf86xdM+N8qXP3OItz4wZKIU0zCBS6eHHmrxSNNymlaTvgO17yzGOf/a174hd2eSFCFI6MgPFRAeyyg5/yfPoOqpyzb5R0nEk9//+8yXPtO6f1VMgg8Tu/12WcEpuSEy20Hkm8adwbRDvCmQe+aE4QKWpLVe7+ZH/ChS7G0wB4Ro6DVjFiCGd9AP1hgG06wcbG+Awlj0XLCd2j34HQ8NCXysdOe70tgOsPhvAJvHugni4LnlPt6Icbpml8OkicfaOG2Q9586vHvLcbsjftx6evzcehEATbvO44VO3OxYOshNLtvWkTb2+hTw9qJJ9SpZuFWa69KxYvneLpsxxHc+smyqE4UzJi1zvoc/3g5nl/kHUw98mX/z2f93uB56B6hBk/H6+Q4XhhEk+WCDRiKVCocMK0oT6fLRBlmxVIyKdXd/t9lUa/je8k7Gs//sCGiS96+ZqzZizfmWDNBkVIqbCWjnFw9BjNTcJsNqq7oqLBY4cd1e/GPgMoeqcpoTNCjU9dggLu0qNFxaH2IAZ0AvOv6+vN/jK88RVIH3E4MoslyU00We9etpFw85FvwHu//36qwwfiyHUdwzrM/Y9/R/LCDt+wSWPLKI9agz0mC1ZFNdMpB2we/jzpQ9R1EFapKQij7juVj3Z5j+L8vVoZcjhkYodkxQZMRnSYCuTHE4MOHp6xJmqA/3spnGu+flQreAXLbJ8GrdARLjwl25XD+Fj2PWx4Mosnr0AlrZi6LpNJBKJ6cat0HDumgxYTvgu589h3Lx4Wv/oItB06g55OzMGbSb/gpiS4Z2mVfmElg7KBDnq6ndmsivTV3a8zVHug0Db4+AOI/EUg0QqV7WTF2JRUEK2e479ipoDneTuscYRBNXmXSrcm2taquqQ6Bg44CB/xd9O9fMH/LQbwxZ4tfGTqjmp1XJ+nglUS6/b/LDauOUOKdKirBzsOpHdD8x6K0GLM2WJQ+pqDPfp0dNfFx6ERB0BzvWCZj0/nqNEvckdfMtXsxpntDu5thuaP5hahUtozdzfCzYe8xdG1U1ZJtbT+Y51fJoEP9yhjVuR4WbjW+DLbzcB4aVC1vyWs7lS6zbgKuKZRT2e3/DV7hZePeY2hZu2ICW5O6zMzE6etIDCXs4iXWwccUuy9/Dz6NfbCJVTbsPYYz6leOV5NMYU80eQOGaKYiTQb73AMcdZteHQieF2bJtnfl4vEQ5aTuCZNfmmhrcpxbT9cKnumudfDjOuv2EdHOGGfk25X65Njq7GiQ6ZjtkKnRTL13G8yOaafpAbP4WeHMJ2dhYwQVM4JJ5AXh8e7JvZKJPt/mFBSsHm2i6XbpukyaNWklb851lSqy6pJdLFMoBxPJpAPxolvOb04UtYhTUbTTm8fTY1MTU+vXI9xv98UIp21PdTpN0KFTQB9Y+95uvnXurbLnaD5enLURz89YH1PnzZTlkU+/bpbvxFfJgukcNmLKr7GsMtac251yj0gvKjb3QXtK9u05mo967lngzDI5H40piZwyNlIc8BicTvuJrQazQMZTpDWwKf6a1czGFgsqViQyKCMXT1UUz2RTGWmC24e0QueGVdC5YRXknizEjkN5+NuHS7HkgSF2NjXpMIgmFGuU/2mlozHM0GbklTCz3CWjSKbpTSQOeEweOuWLU2R+/8N8D1/7epUtCaJ/DjNLJ8VfUYnCM9PXGz63fs8xtK6j1ziDrQdOMCea9JVvUTpHrLVg4yXdorSQePgve9goSRVoUnOYImfFuINv2IOcEv71k36dRrd8HLzutN0YRJNlnJ7bamU5pMAydYn283qmT4RSaDIFyMk8U3sTkfN8s3w3ftucHFO064BBNFkmr8A1KcKuw84syeWkutXXvpt8o6AT6YlpiR1Al0wue2OB3U2gKLGUG0Vj7BvzscfhnWJWYRBNlvGkSgYrsh6tEuZeEhGZlpXBQz1F5825ekzyozv+skhbL89i+SoiIitxYChF4s15W+1uQlJgEJ3EnLozPJrvSgtZviN+E5IQEaUiJ6WlEdmNQXQS26fhTHxWeMXdA33SwoF8RESp6vAJfSY4oeShUy79pn36zW8AMIhOak7NGbb6x7LnKAdIEDnVKgumD9fRXgv3W3mFRd7bhSxRSBFasEWfKh1W1DqPBwbRpB2r6zu/xdwuIsc675V5djfBj1UTGZ20qH4/AKSnnT7Us3wZRWqlQ09QrcQgmrQjFs+JfeJUUfiFiIgsYFUQfdzC/VZu3unL8lkZ6ZZtl5zt3z9vtrsJXruOnNTyqhOD6CSWX8jLcpFgEE2UGnQYbG1Vmp2VfQnbDuZ5bx/O0yfPlShSL87cqN1VJ4BBdFIrLmEQHYlM1kglogTJszANIx4+WvCH3U0gcgxGF4S9R51Z5cPqAYoWp2oTkQPpvpvgwEIi6zCIJny9bJfdTUgKTJ8hci4dUkGIKLkwiCZYdejIPensWqQvcQZFIiIicmMQTZbl8P3z+3WWbMejXBm9RpEfPG4u7WXD3mMWtYSIrKZ7LrNV/jiUF34hIooIg2hCkUU5ck4/CB00OXuT03vqiexmZhZXp05eFcipM90S2YFBNCHN4rrMZh3LdwWbuk37XdZkfdUUOUYT2Wa/RQHiqSK99j1EpCcG0aQdpwab2Vn+QbhVVwCIyKXAot+UU/dBRGQtS4JoERkmIutFZJOI3GPw/OUissL971cR6eTz3DYRWSkiy0RksRXt0R1LDIWWZnEtuQ17rS11FysJKH6Vk5tvU0uIKF52HTlpdxOIKEEyzG5ARNIBvApgCICdABaJyBSl1BqfxbYCOFspdVhEhgN4HUAvn+cHKqUOmG1Lsli49ZDdTSANxDI9cIlFUwoTUXysyTlqyXbmbEiZQyJR0rKiJ7ongE1KqS1KqQIAnwAY5buAUupXpdRh9935ABpY8LpJqyhIIBRLUBUoWK1To22HqosaGKyVlKio66gWlyjD7cTC6LWLg7QpmvcV62cey+ex/eAJv/vHA6Yj992e0edUUqI4sp4oBKtOMpVy/R49v8niEuW3r/B9TikV9OpiQVGJ4Tqebfo+F2juxv1+zxcUlfitU1hc4l2vpEThZEFxxPukcK9NRJEx3RMNoD6AHT73d8K/lznQtQC+87mvAMwQEQXgP0qp141WEpHxAMYDQKNGjUw1WDclJQrN7pvmvf/8nzvh4q4NUFRcghYTTn9Ur4ztgvM71Qu6nU8X7cDdX6wAAAxqUwtvXdWj1LY3PTEcGelpaHLPtwCA1y7v6reNU0XFaH3/99772yaOxC+bDuDyNxcAAM5sVg2fjO+N71bm4MYPlwIAZt7RHy1qVfTbzqTZmzHxO1fJuzHdGuCZMZ28rwkAW54cgd93HMGfXvsVADCyQ128GtAWj2b3fgvPPv/zG3qje5Nq+Gb5btzy8e8AgHZ1K2HabWf5tX3zkyP8tvHDmr3463uubKGujargy7/1Rd+JP3ovvU65uS86NqiCS/7zGxa4rxSsf3wYsgwGE9700VJ8uyLH7zMCgDs+XYYvl7omrqlVMQsL7hsE8Rm0+dFC/+l2z3tlHv75pw7o0qgqhr4wBwDQrXFVfPTXXt73cefQVjivYz0MePZnAEB2pl5l/4h0MnrSbwCABfcNQq8nZwEAVj48FB0engHAtV9oft803D+yLa47qxk+XLAdo7s1KPU7b/vg6X3gpCu64oYPXPu6Z0Z3xF2fr/A+99u956D3Uz8CAHo0qYrPbujjt51W97v23+sfH+b9Tc++awDOfuZnAMDNA1vgXz9tAgC0qFUBd53bGte/vwSPjWrvl5fd9N7T+/B1jw1DmwdOt2/lw0PRZ+KPOJbvOilf++gwb/v/MaQVbhnUstTn1Nx9THhuTCf847Pl6NmkGhZuc+33Pri2F654y7W//+bmfjj/X/PQs2m1UtsgIkDMnoWKyBgA5yqlrnPfvxJAT6XULQbLDgTwbwD9lFIH3Y/VU0rtFpFaAH4AcItSak6o1+zevbtavDh506d/WrcPV7+zCABwTd+mmPzL1lLLjOvdGO/+tr3U4/Uql8Xu3HwMa18Hd57bCoOfd31UTWtkY+sB/57OWhWzIipndEn3hvjv4h1hl/NoUatCqSm15949EGc9/VPE2zDyv5v6onPDKmh1/3d+PTiBRnSog2kr9/g9JuI/GOitcd1x7bvmvyPbJo70C/57Na3mDbJ9talTEev2lK4D3bZuJazNOYptE0dixEtzLbvUS0TWmXRFV/RtUcMbbMdqyf2DMWvdPtztE2jHymg/G4vAfRhRMvN0WiWaiCxRSnUPfNyKdI6dABr63G8AYLdBAzoCeBPAKE8ADQBKqd3u//cB+Aqu9BBHO5p/ul6wUQANwDCABoDd7sFo36/eg5W7cr2PBwbQQPzqgRrt2F9196aYceGrv2DTvmMhA2gApQJooPRo+se/XWu6PUDplAujABqAYQANAGvdQfOqXbnIzGAxHCId3fDBUpRYMN672+MzzW/ErTyvOhFpz4qj+iIALUWkqYhkArgUwBTfBUSkEYAvAVyplNrg83i2iFT03AYwFMAqC9qktYw0a4Kpl2ZaMw11YKAYi08WRd6THYqnZ90so5OKWKy1qOf4vFfmWbIdIoqPxdutGfBtVa1qq3AwMlH8mM6JVkoVicjNAKYDSAcwWSm1WkRucD8/CcCDAKoD+Lc7R7TI3S1eG8BX7scyAHyklPre4GXIwLaD1gwy+3ZlTviFUtQYd44lETnb3I3WVMN4Zvp6S7azYmdu+IUi8L9luyzZDhGVZsXAQiilpgGYFvDYJJ/b1wG4zmC9LQA6BT5O5EQnHT4tOlEye+fXbXY3IS7u+HS53U0gciwmaRIlyPq9xnnTRERElHwYRBMRERFpwto5eymeGEQTORR3xEREyYdDQYMrCjKxkV0YRBM5FHfERETkJCc0G1vEIJooBbBXmogSQbizoRTCINoGadzJUIKxV5qIEsHkJMhESYVBtA3KluFMVGQdnpMREVE88ThjjEE0UZLyXDZlxw8RUWqLd5DL44wxBtFESYqXTYnIqdjzGZ1kOBw48W/KIJooBTlxZ0ZEzpEMQSFFx4l/UwbRRCkojaNbiYhsxb1w8mMQbYOMdP50iIiIEkHHsnsC/XtmGaqExyDaBit35drdBCIiopSg4/gRDZsUs2CxdirE4AyibfD09+vtbgJRWKmwAySi1GTF/i2SrLhk3o9KhF34wU4InHSiEAyD6CSXruN1KnKEVNgBUuy453GWVPt7WrF/K4lgI8m8Hy2K5A2mOAbRSa5Yx+tURAng9IO+7mM/k2HPo9tHqFt7fCno3b5gnNDmZHwPHkZt133fZSUG0USkjWh2vskQxJmRbJ1AEvB/xOvF8YCr20eoW3sC6d4+I05oczK+Bw+jtlu170qGWJxBNNkq0h9JMvyYkklxhHu5WHoU0iT2v5eugaOA38FwVMD/Ea+n+NkSUWlG+5IMzbq5GUSTrSI94AZbLvDnZPfvy2nBVixBbYlK7p4VIwrOe0864WdLRJFIt/sgH4BBNCW1wINvPHsyI7ns7BtsafZbpxA4PpeIKDw7d5U6FlJgEJ2k9PsqxYdO7zPaMZy6piboQKe/K2C+jmy89u2hNqvbZ0hEzsfDmj8G0Ta4sndj09tIlS9yqrzPZBVrIGfX3zVewW68iuSE2ix/G0RE9mIQbYNyZfixkzNYGcglomeVFSGJiMgqjOaISAuMb1NHLCdMHGNARLphEE1ERAkVywkTxxgQkW4YRBMRERERRYlBNBERJRVmdhCRDhhE2yCvoNjuJhARJS1mdhCRDhhE2yDvFINoIl8cNOZ8/BMTkdMwiLaBbtNWEtnNzKAxDSexIgPsPSYip2EQTURJjbWficgp0tkpkFQsCaJFZJiIrBeRTSJyj8HzIiIvu59fISJdI13XifYey7e7CURERKSZYnYKJBXTQbSIpAN4FcBwAO0AjBWRdgGLDQfQ0v1vPIDXoljXcQ6fKLC7CUREFAfsSCRKHVb0RPcEsEkptUUpVQDgEwCjApYZBeA95TIfQBURqRvhuo5zggMLiYgciR2JRKkjw4Jt1Aeww+f+TgC9IlimfoTramPlzlx8+ftO09vZcuCEBa2hZCPgAZaIiMgprAiija5eBcYKwZaJZF3XBkTGw5UKgkaNGkXTPst0bFjFltclIiIiSnmPFtndAj9WBNE7ATT0ud8AwO4Il8mMYF0AgFLqdQCvA0D37t1t6dBTFpUBGPbiHKzbc8ySbRERERE5XbqG9UytyIleBKCliDQVkUwAlwKYErDMFAB/cVfpOBNArlIqJ8J1HSfNoi+Cfl8nIqLkpNv+VLf2UOrhdzA80z3RSqkiEbkZwHQA6QAmK6VWi8gN7ucnAZgGYASATQDyAFwdal2zbdJddla6Jdthfi0RkWvCHbMXCnXbn+rWHko9/A6GZ0U6B5RS0+AKlH0fm+RzWwG4KdJ1na5adqbdTSAicgxOuEOx4oBvMoMzFtqgUtkydjeByDGX6pzyPogo8RhAkxkMom3AHy3pwCnfQ6e8DyIiSi4Mom1QwmuPREREREmNQbQNalRgTjQRUaw0rHRFRBZJpp83g2giIkoqvJhH5FzJ9PNmEE1EREREFCUG0UREREREUWIQTURaSKY8OCIiIgbRRERuaYzkiYgoQgyibTBleY7dTSALpVrcZcX7NaqukIjBJOHaXpJMI1ocKNV+S0SU3BhE22BPbn7cXyNUjxoPVNZKtbjLivdrV3WFVPtbJRvfvw/L2FmHnyVRfDCITkKR7A9D9ag5KZDQ7eAg4t8mpgc4C/+cicMydtbhZ0l2cvJ+k0F0EtJtf2jnD0S3g4NS/m1iekBsdNzppkn4356O7bYTPw8isuowWKzbAR8MoskC+n2tKRxL8prjuG2rvlNWBnGRnBAFW0S3KyaJwn0DEVnpVFGJ3U3wwyCawkrVAMDJ0izIMwkWIOkUOPnl2NrWiuiumPDnRrHg94Yo8RhEU1gaXkFJCTwoWkuXgDocTzt1bmOy0vEztaqTgrtpZ5KA/42eI/swiCbSlN0HRSfvoO3+bCORDG1MNjp+puykKC3e+56gqWga7vRUwP9Gz8VLBkfGh8Ug2gadGlS2uwlEYfHYTkTx5humeWK2eO97gqaiWfjCTgg/zX4eqRCDM4i2wf8Nb2N3E4iIiGznG6c5qZqRM96KuXfhpL9nMAyibXCqUK/RpURERGROLB2vdnfWhnr94hQIgs1iEE1ERERkUiwxZ7zi1EhTKRgnm8MgmigFFftcZ7O7J4SISGfJuI9MhVQKHTCIJkpx3NcSUSqINRjmPpKCYRBNlOSSsZeEiCgWZvZ3iQiG7dofJ+J1dSwBaDcG0TYo4nUWshC/TUSUKnTf39nVvkS8Lmual8Yg2gYFms39Ts7HDgQiIkqUVDnmMIgmSkLRXlZjBwIRESVKqhxzGEQTJSFeViMiSjzmBdurTLpefwAG0UREREQRYAeGvcpnZtjdBD8MookcJPAcXa9zdiIiIudgEE3kIIGdJOw0ISIiig8G0UQJ0rlhFbubQEQp5uIu9e1uApFjmQqiRaSaiPwgIhvd/1c1WKahiPwkImtFZLWI3Obz3MMisktElrn/jTDTHopN69oV7W6Ctm4f3MruJhBRArx6WVdLttO3RXVLtmPVfvneEW0t2Q4RlWa2J/oeALOUUi0BzHLfD1QE4B9KqbYAzgRwk4i083n+BaVUZ/e/aSbbk1Iu7mpND4MVPaSVy5Ux3xAAw9rXsWQ7VrmwSz1LtnPfiDaWbIeI4qN1HWuC1lGdrdkvZ5Wx5kJxzYpZlmyHiEoz+ysdBeBd9+13AVwYuIBSKkcptdR9+xiAtQBS+vqSVSVyru/f3JoNWeDZMZ1Mb6N+lXKYdGU3C1oD/H1wS0u207h6tiXbuapPUxQWc5IdIl3VrmQ+2PzHEF65IkolZoPo2kqpHMAVLAOoFWphEWkCoAuABT4P3ywiK0RkslE6iM+640VksYgs3r9/v8lm2ys763SJluUPDsVVfZqUWmblw0NxaY+GpR6ffdcAPHHRGZh/7yCk+/z1frnnnFLLzrzjbPRsUs3vsRsHNMcH1/by3u/YoLLf8+N6N/a7/9a47qW2u+LhoaUeG9Qm5J8ec+4a6Hf/yYs6ICPN/2zi57sGAAAyM06/sbev6lFqW78/MKTUY9P/3h9D2tX23r+6b9OQ7fn+72eVemzRhMF+9x88r12pZebePbDUY+9d0xM/3Tmg1ONX9WmCuXcPxNOjOyIzIw3ZQUrzBNa9DLzC0LBaOcP1iMhYnUplvbf7ND+dXvF/w05fEZp6Sz8AQKcGlbFt4siYXqdd3Up+928+p4XhcrcOOn1SX69yWcNlAhWXGA8LDkwxCzx+XNarUUTbJyLzRIUpeigiMwEYXWOfAOBdpVQVn2UPK6UMA2ERqQBgNoAnlFJfuh+rDeAAXEUEHgNQVyl1TbhGd+/eXS1evDjcYtqavWE/xk1eCADenfevmw/gxg+WYsKIthjdrQHS3AHmyp25eH/+NtxwdnM0q1nBbzub9h3D4OfneLeTX1iMmz9aio4NquDGAc1Rxh1lf75kJ1buPII7z22NimVdaRfbDpzA279sxb0j2uKhr1fjv4t3eLfz5dKdeHLaOrx9VQ90cAfZD09ZjfV7juG1K7qiSvlMAMD2gydQJj0N9aq4grwm93x7um1PDMfwl+Ziz9F8zL93ELKzMrBh7zEMfWEOnh3TCaO7NQAAvDJrI75btQdf3NgH5TLTAQCt7v/OOzX6tokjseNQHi57cz6eGd0JZzZzHRCLiktw9xcrMKB1LQxpW9u77qy1e7H1wAlcd1Yzv/ZseXIEbv90GbYeOIEPr+uFimXL4EheAa54awH6t6yJu85tDXFfIli87RA6NKiMrIx0v/fVunZFTL+9P/ILi3H9+0tQWFyCl8d2QY0Krh6swuISvDJrI6pXyMIVZzZGesBJwqPfrMHkX7b6Pbb6kXORnZWBjxb8gQVbD+LJizogOysDl/znN/z+xxEsf2goymWm4+tlu/Dl0l24Y0grjHr1l+BfLqIUd12/prj/vHa45p1FGN+/Gc5sVh2/bT6Izg2roFxmOpRS3t+6r2P5hejw8AwAwOSruuOadxZj+t/7o1XtChj24lwUK4Xpf++PHYfyMODZn/HqZV0xsmNd3PHpMny5dBdWPjwUFcuWwaeLd+Duz1cAcHVa5Bw5iRcv7YLf/ziMnYdP4vxO9bD1wAlM/G4tJl3RDSt35eLBr1fjv9eficz0NHy2eCcu7loff5m8EL9uPgjA1SEy+PnZuP7sZrh3eFvsOJSHcZMX4oozG+Oafk2xef9xDHpuNq7q0wQPX9Aee3Lz8fKPG/Hw+e2RmZHmty8EgGv6NsWfezRA/Srl8NyMDbh9SCvsyc3HmpxcjOpUH7/vOIIq5cugec0KmL1hP3o3q45W938X578cUXixnvCaJSJLlFKlehXDBtFhNroewAClVI6I1AXws1KqtcFyZQBMBTBdKfV8kG01ATBVKXVGuNd1YhAdi8AgOlb/9/kKvyA6Vr47ajPbCQyi7W5PYBAdqzW7j2LEy3O992fc3h+tohw8dCSvAJ0f/SHmNhA52Zd/64OujYJe0AzJN4he99gwlC2THtN2fIPorU+NMAzYI3HTh0vx7cocAOYDh8AgOpbtBW6DyA66BdFm0zmmABjnvj0OwNcGLywA3gKwNjCAdgfeHhcBWGWyPUmhWQ1r8mwpuZWL4SDtuQpARHqq6JOuF2sADQBX9W1iQWuIKJ7MBtETAQwRkY0AhrjvQ0TqiYin0kZfAFcCOMeglN3TIrJSRFYAGAjgdpPtSQoNq5W3uwkpxfegppOKZfVsFxHFrmfTauEXikD5zNh6wokocUwdxZVSBwEMMnh8N4AR7tvzEGT2YaXUlWZen5zJk8phlbpVIhvIE2+nior97rNXmch50qwqv0RE2uOMhaSdatl6BpdmS9QVBRltT0TWqGTR1Z3MdB4aiSg87ikIhSV61i+OJWc4nmIdaEREidHEorruaWnsTSai8BhEE6palFbwp64NLNmOx8nC4vALJVBZkzOIdahfOfxCRBSzwLKS0UiVk+TujWOrXkJEpTGIJsuc1bKG3U2Iq0sMJr+JRqocpImSUeDkT0RE4TCIJrSoVSH8QoQeTawZdU9E+jFTjo6IUhODaAo7ZXeyalbT2nrcHBhIREREHgyik5iJySZTAktNEVGiZaTrvd/p1oQ50URW4WwPSSxb00lEdFNUzLMNIkqMrAy9xz70b1nT7iYQRa1n02ro3EC/wfnsiU5i7GiNTOXyZexuAhElgA55zVY1oYyFtao7NazivR046RNRMI00ml15TLcGuG9kO7ubUQqDaNLOyQJrd/I9OSCQyLH6tqhudxP8WBX8ZmVYd3g+WVDkvd3Yolra5Hz3Dm9jdxO0xyCatFOzYpal2xvRoa6l2yMifXxwbS+7mxAXdSuXs2xbvnMB6NS7SHqrXbms3U3wqlROzyvKDKKTWGVNv1Rmeeox6zZjIRHpR4cUjnjItLAnulwm96UUva6N9BmEOrhtbbubYIhBdBIrn+nMgYVnNnOlX5idIZCIiPxTQ1i1iJKRmdlI44lRCmnr/4YxH4uIyEq6BiOkl2Y1mDsfCQbRZBnPZCRW9SA34Y+YiMg0zilA0XpmTCe7m5AUGESTZTw52n/u3tDmlsSHkw5Ew86oY3cTtNatsT65gLo5t72euYlEZJ0z6leyuwlJgUE0WcbCsqZaqlDWOTnoL1/axe4maO38jqzoEsw//9TR7iZQlJy076L42/rUCO0nDdKFw8MeioRVOXJnNtOrXqvV9aatzCR8bFR7C7cWPeZFUqwqcKbUpGNFpaMujaqYbwhp759/6qBdxZth7fW9csogmlDWolJymZp1RdewqN50jybWX9q3e8p2vXaRQP+WNexuAkUoQ7PfOYU30oJa+TUqWLM/7VBfv6mbU5WIawzTHYNb4eKu9QEAo7vpl4558zkt7G5CUOxSIO0Ul1i7PbOpzKM618eibYdR0SGXRFvVroA0zXqi3766J5rfN83uZpBmKmRl4PipovALUkhZFnSU/LBmrwUtAfq0qI6Vu3It2RZFpnalLOw9egpt6lTE21f3QO2KZUsdA5RS+NuAFrxKGSV2KdhIl+moM9L1+tHkFVhz0OztTi+xKvitWNa6yW1OFlqbapLsuOMOrl1dfQb4XNWnSUJfb3S3BiGfb19Pn89GZ9lZ+uS39misx3FPR2fF6YrcX89qhm0TR+L7v/dH3crlDDtRRAQtalUo9TivHITGIJq8Awh0CWSsysfyVKDQLc0EsHc2xuv6NbPttY0MalPL7iZo7dp+Te1ugte9I6yr3W7Fb+DWQS0taInzNatROjgi4Oub+trdBD9vX9XD8m2ue2wYrjsr9n1+85qJKzUbj/cfb/pFF2Sbh85vZ3cT4qJhtfJ2N6GUQW2sLRPWyP0eL+hUD/PvHYQNjw9HlfLGPed/7qFfzhsF96cwvbGJZOWIfaNeLyO9QwxY5gkYmdGgajm7m+AnHuMNrBrzZJWeTYNfiRgY5PdcvUJmvJpjGoNo8tLtx1bipMLMAdJNpND0CtgJvX11D8y5eyC2TRyJl8d2QZ3KZZGZkYbHLzyj1LqjOteL+XVTxeW9Gmn3W0hldwxtFfS5VBjkOKSdHnW5r7Poiojdg6p9VbdosCRFrmHV6Du16lbW62THl/P3QBSxdIvSKKwKfitZmIPsVO9f2xMDWxufvZ/XsZ43Z/SyXo3Qvl4lPHVxh0Q2LymN6FBXm9QmjwwN2nOhDSdgvZvrVTbTDk6afrlzwyp2N4EsNOmKboaP16yYhSX3DzZ8rmVtZ6UW6XNKSLazavAJByKEZ8UJS6+m1XBWy5ohl/nm5n7ILypG+Ux9f+rBTrrO71QP3yzfneDW6EWXmRMHt62NF01M0NOoWnn8cSgv6vXObV8HJ04VoW3dilibcyzm1091ZTQZPP7ljX2wYOshu5sBAHjiotJX6jzGdGuAORv3Y+/RUwlskZ6KQ/SJBZv59qo+TYL28v/1rGaY+N26iF9f93iCPdFkuXNM5vumwmQO5TLNn7DcPiT4ZW6PtDTROoAGgg8krZ6tbx5cojSpbtwLGcul9VYmeoDeHNc96nUePO/0GIvyJr7v2VkZuG1Q6O96/Sr6Xu7VgQ6TZ9SvYlwVwi4tagb/PTwyqj0u6MTUNwA4nl9Y6rG+LarjnuHBBxnfNDB4Xef0NMHtg0sPCP7Plca92rqXlmUQ7QAtIxygk2x0HkwQq6YOujQbKNZZGIOdNMWSUhHPEzCz+eTPjO6Iu85tHVUw27yW8fdlQJAUnlAePj+2v8/yh4ZGvGxmhuuQMvfugRjVuR76tnClY6SJQATIzkzHC5d0iroNuh9IKbwaSbI/b12nIspnZuC+EW3RqUFlDGwd+mpfKhrVuT5uOLs5AOC7286Kev2bzykdRHuqgHj2GcmCQXSSK1smDQ9fYO8U0lbz9EDqPJggVlf3bWJ6GycsqqNt1l/PauqXJ2tUBcVMbnG0a17Vpwleu6Kr9/5tMZQ/a1W7grfSSaCnR3eMenu+xnRviJsGtsB/x/eOeJ3r+7sOVEZB88w7+uORC9rhy7/1CbmNAe4goE+L2GrQVi4X2diEpQ8MwXD35d2G1cqjeoUsfHjdmXjkgva4e1hrvHJpFzx/SWdc1CWyaiMvX9o55PPxqp+tQ/657kZ3a4A0ARpXj3yQWLIcp15394iKCL64sQ8mJ6DsWpVyZfDjP86O++vEQ9uA3+EZ9U/fj6V6zhgNZ0wMhUF0klvzyDD0jfHgaLU09yXDU0XmJhJpUiMbW54cYUWTtHMs33wAXKdSfE4uJvkEoADwwHn+JQ+f/pN/EDlhZDu8cEnnUtvpWL+yN7iee/fAmNtTEOXUlf1a1PDLEb/2rNIpD78/MMRw3arucoAzbj87bElEo8FRDasZ/03uH9m29GtlZ+K+EW3wxl+6Yeot/UK+luckxOjSaYtaFTGuT1N09MkZfHaMq5f3jiGtvCcRj1zQHlufiu739KL77/qiwd/XyH0j2qBadibObV8HIzr450mO69MEA1rXwnmd6uHc9sY5lEa9/Bd0rh/yNa/s3TiitpH1nh3TCVueGomZd0Qe+HVsUCVu7Rnc9nQK4WW9GpV6PtQkQbUq+ufuNvZJocpIT4OIoFvjqlFfRfQNJsNZ9tBQNAuRXpJMRnc9fZLcI6CS1F3ntk50c+KOQbSNrOhR1CnHzNMWK4pz6PS+rBSslzMa8UpvHHZGXb/c0st7NcKM2/t7719gEOgY5VreMKC5z/OnH/dcYRjZoa7f8sF6OqsZ5ESb7a0JnJ2zYbVyWPrAEPQLM0ATOD0Y1DfgC5Wa8OZfumO4+70GLje+f3MMaVcHZ9SvjF/vOQcbHh+OywMO/r496aH+5hnpafj9gSGYcXt/9GleHdf2a4pbB7XEuD5NMOmKbmhcPTvqnNgRHepi61MjcGEX40A2sKb8eHeP+YgOdfHvy41zG33dPLA5/tr/9AQQz4yOPsUjHrKz0lEpwp73UG49pwW+uDH0FQInKJOehvM61sUXN4a/uuI5ISwqMT459tQNf/7P0X8XmtY4vV/Nykgz3HcEiuYw9cWNfUKmTQ4zODn0lHKzerKSyTGMT7BalYDfiCdFrVp2Jq7qe7rz4vr+/pO8ZGU4L+R03jtKIgVF0fW0xVtRifno94x6lYJO8pFohVH2ZAZj1TTkAHBex7pY8+i5lm3Pan/qejpoKlsmHa1qVwQAfHp9b7/ayZEcpHxl+uw8H3QHYH89qyk+vb43/m4wyCTQlWe6eh09vTWxlP367d5zSk3d/tF1Z0b0XmpUyPLWJPa93O+ZfGS8wYxgg9vV9qakhLp6UK9KOWRmpOGJi1zlB+8d3gYfXtfLL8gMVKeyf+9Z1exMtKpdEfWqlPNeQaiWnRl09Hwom58cgcyMtJCBt5mBggBw57ltgg7cMqpI4vke+orHRBlv/qVH0LJd0bhjaGttKqv4Cqwxb4V/XdYV3RpX8540/Hf8mSGXNzppvnlgC29u7Qj3iecVZ5buUQ7GN1WpTHoalga54uQr2KDdYLo0Cv73nGBwxalDA9cVou9u6+99b7HmV29+cgSucQen57StjXeuDp1i0rGBdRUtjK6eDmrrXzzAk6IWeGUy2D4k1KNm9y2JZiqIFpFqIvKDiGx0/2/4LRORbSKyUkSWicjiaNd3Kt1q0VpRBH/qrWeVClTsYtVJipWTA4iYr5Zxyv2+oslHjNSQdq6gKzAvNJIdm2+OasuAoOfNv5wOTGpXKgvAdeDr2bRayAkPVj9yLhZNGIx+LWt4y3Rd268pXrq0S9iDbGZ6GrKz0lG3clkMP6OOYY59pLNZ+h4LhrSrg5fHdvHrkb6ydxOfbcYe3G2bOBLXn90cfVvUCDlIskWt0kGlGTXdl7Q/uLaX7fula/qWTsOpWTELi33qzl7ao6Ff6k79KuVQyYLBh72bVw85o5otLPpzVClfxjDVwSrdGlfFtokj0atZdTx0XjsMP8P1OwlUbNBZE+yKR6T56U2qZ3tPtD0nV6O7Ngg6LmJ0twaoU7lsRNv2uOHsZvjixj5hU7A8xP2Hy8xIK5U3HI3albKQniZoVbuCd5/gOREZECQof//aXjG/XqC0gED42dEdS+0jqmZn4qc7B+DsVsFPEupWLuv9HNLSxC/FrFfTat6OkXPa1PJLHbxE8xl2ze517gEwSyk1UUTucd//vyDLDlRKHTCxvuPoNuK8dsXodiq6i7a3NFl49l/xGHh5Rv1K+Obmft6gKhij3uNalU5/fy7v1QjfrcxB7Ypl8fLYLujfqvQAk3CHxwpZGch2/zu3fR2seXQYgNO52p8tcW1h6i39cN4r80qtX7ZMOlY/Mgx7cvNRzsIZCMtnpeOCTvVwQad6+HrZLr/nqmdnolmNCthx6KRlrxdvr17WFSM71g2/YAI8N6YTBrSuiX9dVjr4quE+2RrZsW6pSYOev6QTTpwyNxZDR6+M7WLZhDOLJwxO2AyPV/driqvdZRgXbjmIS3qcDt7zC/07N+bePRANqpYrdSW0XJl0XH92M7z602a8dGln3PbJMgDAJd0bYurK3d6/d6WyGWhcrTweu/AM3D6klTfAfNadFvLSrI3ebb59VQ/M3rAfY3tGfzLhyY0GgAkj2uCJaadrHRuVLA11fL+qTxNULV8GL8zcGHQZj7fGuXqdL+nRsNTJRqb77/n4qDOwOucoPl74B1rXrhjxYOBYjO5uHNSGyhm/c2irUhU5fHupP7yulzeFMyM9DRd3rY+sMmk4r2M920/qwzEbxY0CMMB9+10APyO6INjs+kmrU4PK6N1cjwGBALDh8eF+l9ydoG3dStjw+HDT24llmtJ4ykiL399JRLyXIf0fd/3fuHp5HDpRgL/49LwaqVI+E1NvdV3CNLps/8rYLjizWejgIPBAVyYgALimb1O0r1cJZ4Qpxm/U49SyVgVLivj7zqr50PntULV8JgqKSpKi1vn4/s3w1ryt2gTQr1/ZDf1a1kD5zAyc1zF4OUFXuTz/A2sDzX6jVjnfwlrFdk2R/vhFoWdJ9VwNShdgbI+GyExPw7vX9ES7upVQo0Im7hzaGiKC2z5ZhvQ0wT9Hd8RTF3fAOc/9jG0H8zCqc31vABas46Rx9fJ46dLOGNimFgbGUDEi0F/7N8eMNXvRsGp5PPWnDt60LsAV1C99YAiKSlSpQcjZWRm4b0QbnNOmNlrUqoDOjapi3OSFIV/Ls38TEW9KXfNaFfDXs5pi+0HXBEZX9G6ME6eK0K9FDW1+zx4vXtIZfUKUrXt0VPtS382M9DSMCjOwWBdm9/S1lVI5AKCUyhGRYN9OBWCGiCgA/1FKvR7l+hCR8QDGA0CjRvG7JJUoX9zYR6szLKcF0B5WvK/+rWpi0xPmg3GrJHrehP9c2Q1t6rguw/378q5h02SC9cCUy0wHTrhuRxIchEujaVIjG01iyI3u1rgqLunREH8O0qMSyitju6CiT7sGtK6JZQ+68i+v9klD+HPAJUgV1TCmxLhvRFvcN6J0Lqcd0gQYGqRyh6/bB7dKujqyFJm0NMFT7sv4RmkBV57ZGJnulK60NEGj6tnYdjCyWTDT08TyoOz9a3shTcTwGJORnoaMdPid4H94XS80rl7ekhO+SmXLYMLIdhj/njc7FtlZGdoF0EDwVB0A2PjE8FKdI8kmbBAtIjMBGO3dJkTxOn2VUrvdQfIPIrJOKTUnivXhDrxfB4Du3bvrd0SKkl29AhSbVP57+ZYla18vdO/tvP8biHpB0kyeG9MJxwxmv0o0M1UTAoN/EUGV8uHThipmmbu8munw71+kv6/bIhiESs702IXBp+kOJx5XhspGmSJmVIo2GSagiWenTbIH0EAEQbRSanCw50Rkr4jUdfci1wWwL8g2drv/3yciXwHoCWAOgIjWJ6LkEKqXpVeY9A07DWlX23R983hy6pUionj77raz0DyBNZjrRTEFfft6lbHRxFXOlrUrYP6WgzGvT+aZ3TNPATDOfXscgK8DFxCRbBGp6LkNYCiAVZGuT0Sp59XLuoZfyEflcmUirrRh5IJO9fD6ldbXX7WyPKKumpmogxtNGTPSQyzlJeOpX8vQY4va1q2U0JPQaGelNdMbe9ugVvj5rtgntCLzzF7jmAjgUxG5FsAfAMYAgIjUA/CmUmoEgNoAvnIPBMkA8JFS6vtQ6xNRaot2vMDyh4bGqSXmeAoOsCfZmC7lMCm8uu4e1okBM5farX8EEyUlUiJTFDIz0lAtQ/+UECczFUQrpQ4CGGTw+G4AI9y3twAwnIIo2PpEFNwPa/ba3QQ/dSuXRU5uvt3NsFRgbdSeTczVDrYyiK5TyVmlKCk5jO3ZEI9NXQMHpLHGlW+lDrPqR5EaQvbgz4EoRY3p1sCS7ehUZcYqgWWw/jk6tt433S59e5hJwQgUeMJBzqTb71wp12Ue3b5+g9uZL6Hnccs5LSzbFsUHg2iiFBUulzCVBdabjXV0v65VXYJNuR2LfgZVB4jizZM2EW2VjHizsiea9KfnHp6I4q5XU32rZbSsnbjR9GSO0WxtRPEW6ZTgRPHEIJqItJPIklRERGZN0GTionjq2qiK3U3QDoNooiTDgWWhJcOU20TkLO3qVbJ8m06YjMTp+BciSjK1KmXZ3QQiIltVKW9NecQmmg7+BVz170lvDKKJyFEGta2F/g4eNFk+y3wOclGxsqAlRNELHLQbK6uqhVzSvaH3dq+m5kpZ6qaqRScaFByvexKRozw7phOUg2PEx0adYXobVvXiEUWrdZ2KdjfBj2+JvJsdVlKuRgXzVy2b1czGgq2HLGiNM7EnmihFVSjrzHPoMulpjp4hsI1mQQiRU6TrVnRaA+P6NLG7CVpz7pGGiELiADwiotO6m5yZ1Ik4mVJoDKKJCBd3qW93E4hIY55eWnFwUOXkK1ixKqfZZDa64TeGiJCl0Y6yYdVydjdBWyM71LUkDad3c+sm2uGMhanBM/umlZOcWDXIkOKnYbXy3tuX9mxkY0v0xOu5RIRLejQMv1CCXKRZr3jNivqUFHz18q6WbKdB1fLhF4pAo2rl0ZdBNMXoofPb2d0EraWnx37CcvPAFmhW09ryfRd0qmfp9pyAQTRRkrm0RyO0r3fE0m12bljF0u2ZUUmz2qhXcWBNUANa17S7CUSO0rdFdfyy6SAAoI+JK0Z3ntvaqiZRCAyiiZLMZb0aAXDuZbWeDqvVCgBZDs21fPj89qbWL2NhagClln4tamLbgTy7m2G5Ye3reIPorAx90uzIGINoItJKxwZV7G6CpRZOGIRaFZ05VXuaySD4it6N0bau9dMlk/ON7FgXIzvWtbsZlrvizMZ44OvVdjeDIuTM7hEiIk1YEUA7tSBCrYplMbyD8wIhp7ppQHM0q1nB7mY4mpOrnzgRe6KJiDRXs0IWPr+ht93NoBR317A2lm7Pihn1dFG3cllUcugEVhQc/+JEKWzmHWdj39F8u5tBYYgIJ4IgxzEzcE43zWpWwIqHz7W7GZRgTOcgSmEtalVAH5YoI6IEGuuuN6xD6kLLWhXtbkIpD5zH0n/JgkE0EVGKGNvTVQ+8jIn6s0RmZWfqU3WiZW39crxZtCZ5MIgmIkoRQ9rVBgCUz2QmHxGRWQyiiYgoKjpchieixMpMZ8gYiN0RRGTK3we3wu7D5ic9eP7PnXDw+CkLWmStGhUy7W6Cds5tXwcZvOZMMapTWZ+66ZnpaaienYmDJwrsbor2zNaFdyIG0URkyuhuDSzZzsVdrdmOlZrWyNayXbEqKbFmO5XLlXHU50KJ1bRGtt1N8EpLEzx4fjvc9skyu5tCSYhBNBGRga/+1gc1KmShjIMuYR4/VWR3E4gwsHUtLJwwyO5mEJnGIJqIyECXRlXtboLlmMpMOkhLE0tm8iSym3O6WIiIiIiIEoRBNBEREaWsdnUroW8LfWZPrFK+jN1NoAgxnYOIiIhSVsvaFfHhdWfa3Qyv8zrWQ+eGzksncyL2RBMRERFpokx6mlYVTCg4BtFERCmiSfVsVCrLC5BERFYwFUSLSDUR+UFENrr/L3X9QURai8gyn39HReTv7uceFpFdPs+NMNMeIiIKrlPDKljx8Ll2N4OIyBHM9kTfA2CWUqolgFnu+36UUuuVUp2VUp0BdAOQB+Arn0Ve8DyvlJpmsj1ERERERHFnNogeBeBd9+13AVwYZvlBADYrpbabfF0iIiIiItuYDaJrK6VyAMD9f60wy18K4OOAx24WkRUiMtkoHcRDRMaLyGIRWbx//35zrSYiIiIiMiFsEC0iM0VklcG/UdG8kIhkArgAwGc+D78GoDmAzgByADwXbH2l1OtKqe5Kqe41a9aM5qWJiIiIiCwVdpi2UmpwsOdEZK+I1FVK5YhIXQD7QmxqOIClSqm9Ptv23haRNwBMjazZRERERET2MZvOMQXAOPftcQC+DrHsWASkcrgDb4+LAKwy2R4iIiIiorgzG0RPBDBERDYCGOK+DxGpJyLeShsiUt79/JcB6z8tIitFZAWAgQBuN9keIiIiIqK4M1V1Xyl1EK6KG4GP7wYwwud+HoBSE9Mrpa408/pERERERHbgjIVERERERFFiEE1EREREFCUG0UREREQU1IDWLC1shEE0EREREQXVrEYFu5ugJQbRRERERERRYhBNRERERBQlBtFERERERFEyVSeaiIiIiJzr1nNaYGj7OnY3Q0sMoomIiIjI0B1DW9vdBG0xnYOIiIiIKEoMoomIiIiIosQgmoiIiIgoSgyiiYiIiIiixCCaiIiIiChKDKKJiIiIiKLEIJqIiIiIKEoMoomIiIiIosQgmoiIiIgoSgyiiYiIiIiixCCaiIiIiChKDKKJiIiIiKLEIJqIiIiIKEoMoomIiIiIosQgmoiIiIgoSgyiiYiIiIiixCCaiIiIiChKDKKJiIiIiKLEIJqIiIiIKEoMoomIiIiIosQgmoiIiIgoSgyiiYiIiIiiZCqIFpExIrJaREpEpHuI5YaJyHoR2SQi9/g8Xk1EfhCRje7/q5ppDxERERFRIpjtiV4F4GIAc4ItICLpAF4FMBxAOwBjRaSd++l7AMxSSrUEMMt9n4iIiIhIa6aCaKXUWqXU+jCL9QSwSSm1RSlVAOATAKPcz40C8K779rsALjTTHiIiIiKiREhETnR9ADt87u90PwYAtZVSOQDg/r9WAtpDRERERGRKRrgFRGQmgDoGT01QSn0dwWuIwWMqgvUC2zEewHj33eMiEq4HPB5qADhgw+smC34+ofHzCY6fTWj8fILjZxMaP5/Q+PkEx8/mtMZGD4YNopVSg02+8E4ADX3uNwCw2317r4jUVUrliEhdAPtCtON1AK+bbIspIrJYKRV0AGWq4+cTGj+f4PjZhMbPJzh+NqHx8wmNn09w/GzCS0Q6xyIALUWkqYhkArgUwBT3c1MAjHPfHgcgkp5tIiIiIiJbmS1xd5GI7ATQG8C3IjLd/Xg9EZkGAEqpIgA3A5gOYC2AT5VSq92bmAhgiIhsBDDEfZ+IiIiISGth0zlCUUp9BeArg8d3Axjhc38agGkGyx0EMMhMGxLM1nSSJMDPJzR+PsHxswmNn09w/GxC4+cTGj+f4PjZhCFKRT3Gj4iIiIgopXHabyIiIiKiKDGIjlCwqcsJEJHJIrJPRFbZ3RbdiEhDEflJRNaKyGoRuc3uNulERMqKyEIRWe7+fB6xu026EZF0EfldRKba3RbdiMg2EVkpIstEZLHd7dGNiFQRkc9FZJ17H9Tb7jbpQERau78znn9HReTvdrdLJyJyu3ufvEpEPhaRsna3SUdM54iAe+ryDXANftwJV8WRsUqpNbY2TBMi0h/AcQDvKaXOsLs9OnGXbqyrlFoqIhUBLAFwIb87LiIiALKVUsdFpAyAeQBuU0rNt7lp2hCROwB0B1BJKXWe3e3RiYhsA9BdKcVatgZE5F0Ac5VSb7qrY5VXSh2xuVlacR/fdwHopZTabnd7dCAi9eHaF7dTSp0UkU8BTFNKvWNvy/TDnujIhJq6POUppeYAOGR3O3SklMpRSi113z4GV4Wa+qHXSh3K5bj7bhn3P57Zu4lIAwAjAbxpd1souYhIJQD9AbwFAEqpAgbQhgYB2MwAupQMAOVEJANAeZye34N8MIiOTKipy4kiIiJNAHQBsMDmpmjFna6wDK7Jln5QSvHzOe1FAHcDKLG5HbpSAGaIyBL3rLZ0WjMA+wG87U4HelNEsu1ulIYuBfCx3Y3QiVJqF4BnAfwBIAdArlJqhr2t0hOD6MhYMnU5pS4RqQDgCwB/V0odtbs9OlFKFSulOsM1m2lPEWFKEAAROQ/APqXUErvborG+SqmuAIYDuMmdWkYuGQC6AnhNKdUFwAkAHM/jw53icgGAz+xui05EpCpcV9ubAqgHIFtErrC3VXpiEB2ZUFOXE4XkzvX9AsCHSqkv7W6PrtyXmn8GMMzelmijL4AL3Hm/nwA4R0Q+sLdJenHPSQCl1D645izoaW+LtLITwE6fKzufwxVU02nDASxVSu21uyGaGQxgq1Jqv1KqEMCXAPrY3CYtMYiOTKipy4mCcg+cewvAWqXU83a3RzciUlNEqrhvl4Nr573O1kZpQil1r1KqgVKqCVz7nB+VUuwNchORbPdgXbjTFIYCYIUgN6XUHgA7RKS1+6FBADig2d9YMJXDyB8AzhSR8u5j2CC4xvNQAFMzFqYKpVSRiHimLk8HMNln6vKUJyIfAxgAoIZ7GviHlFJv2dsqbfQFcCWAle68XwC4zz2LJwF1AbzrHiGfBuBTpRRLuVEkagP4ynWMRwaAj5RS39vbJO3cAuBDd+fPFgBX29webYhIebgqbl1vd1t0o5RaICKfA1gKoAjA7+DshYZY4o6IiIiIKEpM5yAiIiIiihKDaCIiIiKiKDGIJiIiIiKKEoNoIiIiIqIoMYgmIiIiIooSg2gioiQkItVFZJn73x4R2eW+fVxE/m13+4iInI4l7oiIkpyIPAzguFLqWbvbQkSUKtgTTUTkICIyQESmum8/LCLvisgMEdkmIheLyNMislJEvndPSQ8R6SYis0VkiYhMF5G69r4LIiL9MYgmInK25gBGAhgF4AMAPymlOgA4CWCkO5B+BcBopVQ3AJMBPGFXY4mIkgWn/SYicrbvlFKFIrISQDoAz9TYKwE0AdAawBkAfnBPoZ0OIMeGdhIRJRUG0UREznYKAJRSJSJSqE4PhCmB6xggAFYrpXrb1UAiomTEdA4iotS2HkBNEekNACJSRkTa29wmIiLtMYgmIkphSqkCAKMB/FNElgNYBqCPrY0iIkoCLHFHRERERBQl9kQTEREREUWJQTQRERERUZQYRBMRERERRYlBNBERERFRlBhEExERERFFiUE0EREREVGUGEQTEREREUWJQTQRERERUZT+HxwDHMgT/6UtAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 71, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Bach Two-Part Invention #1 MM = 60 beats per minute, quarter note is 1/4 sec\n", "\n", "invention_treble = [ ('R',0,1/4), ('C4',1/2,1/4), ('D4',1/2,1/4), ('E4',1/2,1/4), \n", " ('F4',1/2,1/4), ('D4',1/2, 1/4), ('E4',1/2,1/4), ( 'C4',1/2,1/4),\n", " ('G4',1/2,1/2), ('C5',1/2,1/2),\n", " ('B4',1/2,1/2), ('C5',1/2,1/2),\n", " ('D5',1/2,1/4), ('G4',1/2,1/4), ('A4',1/2,1/4), ('B4',1/2,1/4), \n", " ('C5',1/2,1/4), ('A4',1/2,1/4), ('B4',1/2,1/4), ('G4',1/2,1/4), \n", " ('D5',1/2,1/2), ('G5',1/2,1/2),\n", " ('F5',1/2,1/2), ('G5',1/2,1/2), \n", " ('E5',1/2,1/2)\n", " ]\n", "\n", "invention_bass = [ ('R',0,2), \n", " ('R',0,1/4), ('C3',1/2,1/4), ('D3',1/2,1/4), ('E3',1/2,1/4), \n", " ('F3',1/2,1/4), ('D3',1/2, 1/4), ('E3',1/2,1/4), ( 'C3',1/2,1/4),\n", " ('G4',1/2,1/2), ('G3',1/2,1/2),\n", " ('R',0,1), \n", " ('R',0,1/4), ('G3',1/2,1/4), ('A3',1/2,1/4), ('B3',1/2,1/4), \n", " ('C4',1/2,1/4), ('A3',1/2,1/4), ('B3',1/2,1/4), ('G3',1/2,1/4), \n", " ('C4',1/2,1/2) \n", " ]\n", "\n", "\n", "X1 = makeMelody(invention_treble,'steelstring',(0.06,0.04,0.8,0.1,0.5,0.1))\n", "X2 = makeMelody(invention_bass,'organ',(0.06,0.04,0.8,0.1,0.5,0.1))\n", "X = X1 + X2\n", "displaySignal(X)\n", "#Audio(X,rate=SR) # mono\n", "Audio([X2,X1],rate=SR) # stereo\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Digression: Chords and Harmony\n", "\n", "If we play notes together, they form a *chord*; when the sense of the individual melodies\n", "is not the point, but the sound as a whole, then we are in the realm of *harmony*. \n", "\n", "Our system is not set up for conveniently playing chords, but you could do it by\n", "separating out all the different \"voices\" and treating them as individual melodies. \n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Canons (Rounds)\n", "\n", "A canon, colloquially called a \"round,\" is a melody that repeats exactly at some\n", "time interval, such as \"Row, Row, Row your Boat\". \n", "\n", "These are particularly easy to construct, because we just have to \n", "repeat the melody exactly at some delay. " ] }, { "attachments": { "Screen%20Shot%202020-05-30%20at%205.58.01%20PM.png": { "image/png": "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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "#### Row, Row, Row your Boat\n", "\n", "![Screen%20Shot%202020-05-30%20at%205.58.01%20PM.png](attachment:Screen%20Shot%202020-05-30%20at%205.58.01%20PM.png)\n", "\n", "https://en.wikipedia.org/wiki/Row,_Row,_Row_Your_Boat" ] }, { "cell_type": "code", "execution_count": 72, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 72, "metadata": {}, "output_type": "execute_result" } ], "source": [ "row = [ ('C4',1/4,1), ('C4',1/4,1), ('C4',1/4,2/3), ('D4',1/2,1/3), ('E4',1/4,1), \n", " ('E4',1/4,2/3), ('D4',1/4, 1/3), ('E4',1/4,2/3), ('F4',1/4, 1/3),('G4',1/4,2), \n", " ('C5',1/4,1/3), ('C5',1/4,1/3), ('C5',1/4,1/3), \n", " ('G4',1/4,1/3), ('G4',1/4,1/3), ('G4',1/4,1/3), \n", " ('E4',1/4,1/3), ('E4',1/4,1/3), ('E4',1/4,1/3), \n", " ('C4',1/4,1/3), ('C4',1/4,1/3), ('C4',1/4,1/3),\n", " ('G4',1/4,2/3), ('F4',1/4, 1/3), ('E4',1/4,2/3), ('D4',1/4, 1/3),('C4',1/4,2), \n", " ]\n", "\n", "# Convert a melody into a higher or lower pitch; delta is the number of semitones to move it\n", "\n", "def transpose(M,delta): # delta is in units of semitones\n", " return [ (notenames[ notenames.index(n) + delta ] ,a,d) for (n,a,d) in M ]\n", " \n", "rest = np.zeros(SR*4) # One quarter-note of restt\n", "\n", "Sx = makeMelody(row,'clarinet',(0.06,0.04,0.8,0.1,0.5,0.1))\n", "Ax = makeMelody(row,'bell',(0.02,0.0,0.0,0.1,0.98,0.5))\n", "Tx = makeMelody(transpose(row,-12),'steelstring',(0.02,0.0,0.0,0.1,0.98,0.5))\n", "Bx = makeMelody(transpose(row,-24),'organ',(0.02,0,0.96,0.02,1,0.01))\n", "\n", "X1 = np.concatenate( [ Sx, rest,rest,rest ] )\n", "X2 = np.concatenate( [ rest,Ax, rest,rest ] )\n", "X3 = np.concatenate( [ rest,rest,Tx, rest ] )\n", "X4 = np.concatenate( [ rest,rest,rest,Bx ] )\n", "\n", "X = X1+X2+X3+X4\n", "\n", "displaySignal(X)\n", "# Audio(X,rate=SR) # mono\n", "Audio([X1+X2*0.67+X3*0.33,X2*0.33+X3*0.67+X4],rate=SR) # stereo, with various components places around the \"sound stage\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Problem Seven: Your Turn!\n", "\n", "For this last problem, we want you to construct a melody, a piece of music, or an original composition.\n", "\n", "\n", "If you lack musical training to interpret all this, please ask for help and\n", "I will get you set up with enough background to do something interesting. \n", "Happy to give you some ideas! Please let us know if you need help developing your ideas. \n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.4" } }, "nbformat": 4, "nbformat_minor": 2 }