{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# CS 591 S1 -- Summer 1, 2020 -- HW 02A Solution\n", "\n", "\n", "### Due date: Due Wednesday, June 17th, @ midnight in GradeScope with 2 day grace period\n", "\n", "Please discuss with Ellisson and me via a private message on Piazza if there is some\n", "issue which prevents you from meeting the deadline. \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", " \n", " " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# General useful imports\n", "import array as ar\n", "import contextlib\n", "import wave\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "from IPython.display import Audio\n", "\n", "from numpy import arange,linspace,mean, var, std, corrcoef, cov, transpose, ones,log,pi, sin, cos, exp, abs, angle, convolve\n", "from numpy.random import random, randint, uniform\n", "from scipy import signal\n", "from scipy.interpolate import interp1d\n", "\n", "%matplotlib inline\n", "\n", "# Basic parameters for reading and writing mono wave files\n", "\n", "numChannels = 1 # mono\n", "sampleWidth = 2 # in bytes, a 16-bit short\n", "SR = 44100 # sample rate\n", "MAX_AMP = (2**(8*sampleWidth - 1) - 1) #maximum amplitude is 2**15 - 1 = 32767\n", "MIN_AMP = -(2**(8*sampleWidth - 1)) #min amp is -2**15\n", "windowWidth = 4410\n", "windowSlide = 2205\n", "\n", "\n", "def round4(x):\n", " return np.around(x,4)\n", "\n", "def round2(x):\n", " return np.around(x,2)\n", "\n", "# Basic Numpy statistical functions\n", "\n", "X = np.array([1,2,3]) # just an example\n", "Y = np.array([4,5,6])\n", " \n", "# mean of a list\n", "mean(X) \n", "\n", "# Clip a signal or a scalar to upper and lower bounds, if not specified, us\n", "# bounds provided above; will change the array in place and return it.\n", "# Does NOT make a new copy. \n", "\n", "def clip(X,lb=MIN_AMP,ub=MAX_AMP):\n", " \n", " if type(X) != list and type(X) != np.ndarray:\n", " return max(min(X,MAX_AMP),MIN_AMP)\n", " \n", " for k in range(len(X)):\n", " X[k] = max(min(X[k],MAX_AMP),MIN_AMP)\n", " return X\n", "\n", "# To prevent clipping, this function takes a signal and scales it so the max amplitude\n", "# is A; the result is coerced back into integers\n", "\n", "def scaleSignal(X,A=MAX_AMP):\n", " s = A/max(X)\n", " return np.array( [ x*s for x in X ] ).astype(int)\n", "\n", "# default is not to standardize the amplitude, if want scaled down or up set\n", "# relative amp\n", "\n", "def makeSignal(S=[(220,1,0)], amp=None, duration=1):\n", " X = np.zeros(int(SR*duration)) \n", " for (f,A,phi) in S: \n", " X += [ (MAX_AMP * A) * np.sin( 2 * pi * f * k / SR + phi ) for k in range(len(X)) ]\n", " if amp == None:\n", " return X.astype(int) \n", " else:\n", " return ((X / max(X)) * MAX_AMP * amp).astype(int) \n", " \n", " \n", "# some useful spectra \n", "\n", "def makeSpectrum(instr,freq=220):\n", " if(instr==\"triangle\"):\n", " return ([(freq,1.0,0.0), \n", " (freq*3,-1/(9),0.0), \n", " (freq*5,1/(25),0.0), \n", " (freq*7,-1/(49),0.0), \n", " (freq*9,1/(81),0.0), \n", " (freq*11,-1/(121),0.0), \n", " (freq*13,1/(13*13),0.0)])\n", " elif(instr==\"square\"):\n", " return ([(freq,2/(np.pi),0.0), \n", " (freq*3,2/(3*np.pi),0.0), \n", " (freq*5,2/(5*np.pi),0.0), \n", " (freq*7,2/(7*np.pi),0.0), \n", " (freq*9,2/(9*np.pi),0.0), \n", " (freq*11,2/(11*np.pi),0.0), \n", " (freq*13,2/(13*np.pi),0.0),\n", " (freq*15,2/(15*np.pi),0.0),\n", " (freq*17,2/(17*np.pi),0.0),\n", " (freq*19,2/(19*np.pi),0.0),\n", " (freq*21,2/(21*np.pi),0.0)])\n", " elif(instr==\"clarinet\"):\n", " return ([(freq,0.314,0.0), \n", " (freq*3,.236,0.0), \n", " (freq*5,0.157,0.0), \n", " (freq*7,0.044,0.0), \n", " (freq*9,0.157,0.0), \n", " (freq*11,0.038,0.0), \n", " (freq*13,0.053,0.0)] ) \n", " elif(instr==\"bell\"):\n", " return ([(freq,0.1666,0.0), \n", " (freq*2,0.1666,0.0), \n", " (freq*3,0.1666,0.0), \n", " (freq*4.2,0.1666,0.0), \n", " (freq*5.4,0.1666,0.0), \n", " (freq*6.8,0.1666,0.0)]) \n", " elif(instr==\"steelstring\"):\n", " return ([(freq*0.7272, .00278,0.0),\n", " (freq, .0598,0.0),\n", " (freq*2, .2554,0.0),\n", " (freq*3, .0685,0.0),\n", " (freq*4, .0029,0.0),\n", " (freq*5, .0126,0.0),\n", " (freq*6, .0154,0.0),\n", " (freq*7, .0066,0.0),\n", " (freq*8, .0033,0.0),\n", " (freq*11.0455, .0029,0.0),\n", " (freq*12.0455, .0094,0.0),\n", " (freq*13.0455, .0010,0.0),\n", " (freq*14.0455, .0106,0.0),\n", " (freq*15.0455, .0038,0.0)])\n", " elif(instr=='organ'):\n", " return ([(freq*1, 0.16042589643241895, 0.0),\n", " (freq*2, 0.1655, 0.0),\n", " (freq*3, 0.0015, 0.0),\n", " (freq*3.9949, 0.02161, 0.0),\n", " (freq*5.9949, 0.04552, 0.0),\n", " (freq*7.9949, 0.0324, 0.0),\n", " (freq*9.9899, 0.00242, 0.0),\n", " (freq*11.9898, 0.0045, 0.0),\n", " (freq*17.9847, 0.0057, 0.0),\n", " (freq*19.9796, 0.0011, 0.0),\n", " (freq*27.9745, 0.0008, 0.0),\n", " (freq*29.9745, 0.0016, 0.0)] \n", " )\n", " else:\n", " return []\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# I/O for Wave files\n", "\n", "# Read a mono wave file from a local file and return the entire file as a 1-D numpy array\n", "\n", "def readWaveFile(infile,withParams=False,asNumpy=True):\n", " with contextlib.closing(wave.open(infile)) as f:\n", " params = f.getparams()\n", " frames = f.readframes(params[3])\n", " if(params[0] != 1):\n", " print(\"Warning in reading file: must be a mono file!\")\n", " if(params[1] != 2):\n", " print(\"Warning in reading file: must be 16-bit sample type!\")\n", " if(params[2] != 44100):\n", " print(\"Warning in reading file: must be 44100 sample rate!\")\n", " if asNumpy:\n", " X = ar.array('h', frames)\n", " X = np.array(X,dtype='int16')\n", " else: \n", " X = array.array('h', frames)\n", " if withParams:\n", " return X,params\n", " else:\n", " return X\n", "\n", "# Write out an array as a wave file to the local directory\n", " \n", "def writeWaveFile(X,fname):\n", " X = clip(X)\n", " params = [1,2, SR , len(X), \"NONE\", None]\n", " data = ar.array(\"h\",X)\n", " with contextlib.closing(wave.open(fname, \"w\")) as f:\n", " f.setparams(params)\n", " f.writeframes(data.tobytes())\n", " print(fname + \" written.\")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Display a graph of a signal\n", "\n", "def displaySignal(X, left = 0, right = -1, minAmp=-1.2, maxAmp=1.2,title='Signal Window for X',signalRelative=False,xUnits = \"Seconds\", yUnits = \"Relative\",width=12, height=4):\n", " \n", " if(signalRelative):\n", " X = [x*MAX_AMP for x in X]\n", " minAmplitude = -(2**15 + 100) # just to improve visibility of curve\n", " maxAmplitude = 2**15 + 300 \n", " \n", " if(xUnits == \"Samples\"):\n", " if(right == -1):\n", " right = len(X)\n", " T = range(left,right)\n", " Y = X[left:right]\n", " elif(xUnits == \"Seconds\"):\n", " if(right == -1):\n", " right = len(X)/44100\n", " T = np.arange(left, right, 1/44100)\n", " leftSampleNum = int(left*44100)\n", " Y = X[leftSampleNum:(leftSampleNum + len(T))]\n", " elif(xUnits == \"Milliseconds\"):\n", " if(right == -1):\n", " right = len(X)/44.1\n", " T = np.arange(left, right, 1/44.1)\n", " leftSampleNum = int(left*44.1)\n", " Y = X[leftSampleNum:(leftSampleNum + len(T))]\n", " else:\n", " print(\"Illegal value for xUnits\")\n", " \n", " if(yUnits == \"Relative\"):\n", " minAmplitude = minAmp # just to improve visibility of curve\n", " maxAmplitude = maxAmp\n", " Y = [x/32767 for x in Y]\n", "\n", " fig = plt.figure(figsize=(width,height)) # Set x and y dimensions of window: may need to redo for your display\n", " fig.suptitle(title, fontsize=14, fontweight='bold')\n", " ax = plt.axes()\n", " if(xUnits==\"Samples\"):\n", " ax.set_xlabel(\"Sample Number\")\n", " else:\n", " ax.set_xlabel(xUnits)\n", " ax.set_ylabel(yUnits + ' Amplitude')\n", " ax.set_ylim([minAmplitude,maxAmplitude])\n", " ax.set_xlim([left, right])\n", " plt.axhline(0, color='black') # draw the 0 line in black\n", " plt.plot(T,Y) \n", " if( (xUnits == \"Samples\" and (right - left) < 101)\n", " or (xUnits == \"Seconds\" and (right - left) < 0.001)\n", " or (xUnits == \"Milliseconds\" and (right - left) < 1) ):\n", " plt.plot(T,Y, 'ro') \n", " plt.grid(True) # if you want dotted grid lines\n", " plt.show()\n", " \n", "f = 10\n", "T = np.arange(SR*1)\n", "X = MAX_AMP * np.sin(2*pi*f*T/SR)\n", "\n", "# displaySignal(X)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# This will display a list of signals in aligned subplots, with separate titles\n", "\n", "def plotSignals(signals, titles=[]):\n", " print()\n", " if titles == []:\n", " if len(signals) > 1:\n", " titles = ['Signal ' + str(k+1) + '\\n' for k in range(len(signals))]\n", " else:\n", " titles = ['Signal\\n']\n", " else:\n", " titles = [t + '\\n' for t in titles]\n", " \n", " number_of_subplots=len(signals)\n", " \n", " N = len(signals[0])\n", "\n", " fig = plt.figure(figsize=(12,number_of_subplots*4))\n", " fig.subplots_adjust(hspace=0.75)\n", " #fig.suptitle(\"Comparison \",fontsize=16)\n", " \n", " for i,v in enumerate(range(number_of_subplots)):\n", " v = v+1\n", " ax1 = subplot(number_of_subplots,1,v)\n", " \n", " ax1.set_ylabel('Amplitude')\n", " ax1.set_xlabel('Time (ms)') \n", " ax1.plot([0,N-1],[0,0],color='black',lw=0.75)\n", " ax1.plot([0,0],[-1,1],color='black',lw=0.75) \n", " ax1.set_ylim([-1.2,1.2])\n", " plt.xlim([0,N-1])\n", " ax1.grid(color='0.75')\n", " ax1.plot(signals[i],color='b',lw=1)\n", " ax1.set_title(titles[i],fontsize=14)\n", " plt.show()\n", "\n", "# Just an example\n", " \n", "f = 10\n", "T = np.arange(SR*1)\n", "X10 = np.sin(2*pi*f*T/SR)\n", "X20 = np.sin(2*pi*2*f*T/SR)\n", "X30 = np.sin(2*pi*3*f*T/SR)\n", "X40 = np.sin(2*pi*4*f*T/SR)\n", "\n", "# plotSignals([X10,X20,X30,X40])" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "261.62556530059896" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "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": [ "## Reverberation\n", "\n", "Please read carefully Appendix Two on the matter of digital filters and convolution. \n", "For this problem, you will use convolution to \n", "\n", "\n", "### Convolution Reverb\n", "\n", "When such an impulse response is convoluted with a signal, then every amplitude \"spike\" in the signal is subjected to the \"dying away\" of the energy as specified very precisely by the impulse response.\n", "\n", "**Punchline: Convoluting a musical signal with the impulse response of a \"sonic space\" such as\n", "a cathedral or a jazz club will make it sound like the music is playing in that space!**\n", "\n", "Here is an example, the Bach G-Minor Fugue for organ, played in the Batcave..." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = readWaveFile('BachOrganFugue.wav')\n", "displaySignal(X)\n", "Audio(X,rate=SR)\n", "\n", "from numpy import convolve\n", "\n", "X = readWaveFile('BachOrganFugue.wav')\n", "Ir = readWaveFile('batcave.wav')\n", "Ir = scaleSignal(Ir,1.0)\n", "\n", "Xreverb = np.convolve(Ir,X) \n", "\n", "displaySignal(Xreverb)\n", "Audio(Xreverb,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here is an interesting site giving advice (and links) about getting free impulse responses to use\n", "in convolution reverb:\n", "\n", "https://www.reasonstudios.com/blog/free-reverb-resources-where-to-find-impulse-responses\n", "\n", "I have also linked an Impulse Responses Directory from the main web page for the class. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Problem Six: Your turn to do something creative!\n", "\n", "This problem is due to Ellison, I'm going to do it along with you all!\n", "\n", "For this problem, you need to work with the second notebook file, hw02b.ipynb. \n", "Please complete both notebooks and hand in to gradescope in one week. \n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Appendix A: Interpolation\n", "\n", "As discussed in lecture, when we have a graph (or a signal) and we need to *resample* to get additional\n", "points not in the data, or to eliminate points, we will use the function `interp1d` from the `scipy.interpolate` library: \n", "\n", "https://docs.scipy.org/doc/scipy/reference/generated/scipy.interpolate.interp1d.html#scipy.interpolate.interp1d\n", "\n", "\n", "The essential idea is that you give it a sequence of points, and it returns a *function* which matches all the points, but also calculates a smooth curve throughout all points, including the first and last values, according to linear, quadratic, or cubic interpolation (there are other tweaks you can make, but these three are the most useful). \n", "\n", "The following example illustrates all you need to know. Just remember that you can only interpolate between the low and high values (inclusive) on the x axis, but can find an interpolate value for any floating-point number between these two values. " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from scipy.interpolate import interp1d\n", "\n", "X = [0,1,2,3,4,5,6,7,8,9] # low x value = 0 and high x value = 9\n", "Y = [6,3,5,2,3,6,5,3,7,8]\n", "\n", "plt.figure(figsize=(12,6))\n", "plt.plot(X,Y)\n", "plt.scatter(X,Y)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0.5 1.5 2.5 3.5 4.5 5.5 6.5 7.5 8.5]\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "f = interp1d(X,Y) # default is linear interpolation\n", "X1 = np.linspace(0.5,8.5,9) # interpolation is in the range [0..9] for x values\n", "print(X1)\n", "\n", "plt.figure(figsize=(12,6))\n", "plt.plot(X,Y)\n", "plt.scatter(X,Y)\n", "Y1 = f(X1)\n", "# plt.plot(X1,Y1)\n", "plt.scatter(X1,Y1)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "f = interp1d(X,Y,kind='quadratic') # our default will be quadratic \n", "X1 = np.linspace(0,9,37) # interpolation is in the range [0..9] for x values\n", "\n", "plt.figure(figsize=(12,6))\n", "plt.plot(X,Y)\n", "plt.scatter(X,Y)\n", "Y1 = f(X1)\n", "plt.scatter(X1,Y1)\n", "plt.plot(X1,Y1)\n", "plt.show()" ] }, { "attachments": { "Screen%20Shot%202020-06-05%20at%208.49.30%20PM.png": { "image/png": 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" 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" 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" 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "## Appendix B: Digital Filters, Smoothing, Convolution, and Reverberation\n", "\n", "A *digital filter* can be thought of as an algorithm which takes a signal $X$ and a sequence of $k$ weights $W = [w_{0},\\ldots, w_{k-1}]$, and for any sample $X[i]$, outputs a new signal which represents the weighted average of subsequences of $X$:\n", "\n", "$$Y[i]\\ =\\ w_{0}\\cdot X[i-k] \\quad + \\quad \\cdots\\quad + \\quad {w_{k-1}\\cdot X[i]}$$\n", " \n", " \n", "If the signal is a time series, this means you are taking the weighted average of the signal in the context of\n", "some number of past values (or, with some massaging, past and future values). \n", "\n", "Note that this is the dot product of two sequences!\n", "\n", "Here is a 2D view of the calculation of the output values for the given values of X and W, which shows\n", "that at the boundaries, only a partial weighted sum can be performed, since the overlap between X and W\n", "does not cover all of W:\n", "\n", "![Screen%20Shot%202020-06-07%20at%201.33.41%20AM.png](attachment:Screen%20Shot%202020-06-07%20at%201.33.41%20AM.png)\n", " \n", "\n", "When used to smooth a time series, the values of all the $w_i$ terms are the same (i.e., ${1\\over k}$), and it is called a Moving or Rolling Average, sometimes with the parameter $k$ made explicit, as the \"rolling 7-day average\" in graphs such as the following (so $k=7$):\n", "\n", "![Screen%20Shot%202020-06-05%20at%208.49.30%20PM.png](attachment:Screen%20Shot%202020-06-05%20at%208.49.30%20PM.png)\n", "\n", "Under the name Exponentially Moving Average, the weights decrease exponentially to account for the exponential\n", "decrease in the effect of some measured quantity over time. It is common in finance and many other fields:\n", "\n", "![Screen%20Shot%202020-06-06%20at%206.09.38%20PM.png](attachment:Screen%20Shot%202020-06-06%20at%206.09.38%20PM.png)\n", "\n", "\n", "\n", "### Implementing a Digital Filter\n", "\n", "A naive (i.e., not efficient) implementation of a digital filter is fairly straightforward, especially because of its similarly to the *sliding window* technique shown in Problem One, except at the boundaries at the beginning and\n", "the end of the signal, where the vector of weights does not fully overlap the signal. There are several *modes* for dealing with this, the simplest of which is\n", "to allow any possible non-empty overlap to produce a value. This is called *full mode*; to implement this we pad\n", "the signal with $k-1$ 0's at the beginning and at the end, producing a filtered signal which is longer by $k-1$ points. \n", "\n", "![Screen%20Shot%202020-06-07%20at%201.42.45%20AM.png](attachment:Screen%20Shot%202020-06-07%20at%201.42.45%20AM.png)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "x = 0." ] }, { "cell_type": "code", "execution_count": 129, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "W = [5.000e-04 7.000e-04 1.000e-03 1.500e-03 2.300e-03 3.400e-03 5.100e-03\n", " 7.700e-03 1.160e-02 1.730e-02 2.600e-02 3.900e-02 5.850e-02 8.780e-02\n", " 1.317e-01 1.975e-01 2.963e-01 4.444e-01 6.667e-01 1.000e+00] Length = 20 Output at index 19\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def digitalFilter(X,W):\n", " \n", " k = len(W)\n", " \n", " # pad X with k-1 zeros at each end to deal with partial windows at beginning and end \n", " \n", " X1 = np.concatenate( [ np.zeros(k-1), X, np.zeros(k-1) ] )\n", " \n", " return [ np.dot(W,X1[i:(i+k)]) for i in range(len(X1)-k+1) ]\n", "\n", "\n", "\n", "#X = [1,2,5,4,7,7,5,2,4,4,4,1,2,6,2,5,4,7,5,2,4,4,2]\n", "X = [0,0,0,0,0,0,0,0,0,5,5,5,5,5,0,0,0,0,0,0,0,0,0]\n", "X = [0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]\n", "\n", "W,outputIndex = ([1/3, 1/3,1/3],1)\n", "W,outputIndex = ([0.2, 0.2,0.2,0.2,0.2],2)\n", "# W,outputIndex = ([0.2, 0.2,0.2,0.2,0.2],4)\n", "# W,outputIndex = ([0.2, 0.2,0.2,0.2,0.2],0)\n", "# W,outputIndex = ([0.1, 0.2,0.4,0.2,0.1],2)\n", "# W,outputIndex = ([1/7, 1/7,1/7,1/7,1/7,1/7,1/7,],3)\n", "# W,outputIndex = ([1/9, 1/9,1/9,1/9,1/9,1/9,1/9,1/9,1/9],4)\n", "# k = 2000\n", "#W,outputIndex = ([1/k for i in range(k)],(int(k/2)))\n", "# W,outputIndex = ([1/16,1/16,1/8,1/4,1/2],4)\n", "# W,outputIndex = ([0.1,0.09,0.2,0.3,0.05,0.11,0.15],5)\n", "\n", "L = 20\n", "Wsig = [1/(1.5**k) for k in range(L)] \n", "W = Wsig[::-1]\n", "outputIndex = len(W)-1\n", "\n", "X = [0,0,5] + ([0]*30)\n", "\n", "X = [0,0,0,5,0,0,3,0,2,0,0,5,0,2,1,0,0,0,0,0]\n", "X = [0,0] + Wsig\n", "\n", "num0s = len(W)-1\n", " \n", "Xpadded = np.concatenate([np.zeros( num0s ) ,X,np.zeros( num0s ) ])\n", "\n", "X1 = digitalFilter(X,W)\n", "\n", "# print('X:\\t', X)\n", "# print('\\nW:\\t', round2(W))\n", "# print('\\nX padded with 0s:', Xpadded)\n", "# print('\\nX1:\\t',round2(X1))\n", "\n", "print(\"\\nW = \", round4(W), \" Length = \", len(W), \" Output at index\", outputIndex)\n", "\n", "plt.figure(num=None, figsize=(4, 2))\n", "plt.plot(list(range(len(Wsig))), Wsig,color='b')\n", "plt.scatter(list(range(len(Wsig))), Wsig,color='b')\n", "plt.title('Signal W')\n", "plt.show()\n", "\n", "\n", "plt.figure(num=None, figsize=(4, 2))\n", "plt.bar(list(range(len(W))), W)\n", "plt.title('Filter W')\n", "plt.show()\n", "\n", "plt.figure(figsize=(12,4))\n", "plt.plot(np.arange(len(Xpadded)),Xpadded,color='b')\n", "plt.scatter(np.arange(len(Xpadded)),Xpadded,color='b')\n", "# plt.plot(np.arange(outputIndex,len(X1)+outputIndex),X1,color='r')\n", "# plt.scatter(np.arange(outputIndex,len(X1)+outputIndex),X1,color='r')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 85, "metadata": {}, "outputs": [], "source": [ "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 " ] }, { "cell_type": "code", "execution_count": 90, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 90, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "X = readWaveFile('SteelString.wav')\n", "\n", "A = getAmplitudeEnvelope(X)\n", "\n", "plt.figure(figsize=(12,6))\n", "plt.title(\"Amplitude Envelope of SteelString.wav Without Smoothing\")\n", "plt.plot(A)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In some cases, we wish to have a result in which the boundary conditions at the beginning or end are\n", "modified in some way. We might also want to allow a weight vector which uses (say) $m$ past values and\n", "$n$ future values, so $W$ has $k=n+m+1$ values:\n", "\n", "\n", "$$Y[i]\\ =\\ w_{0}\\cdot X[i-m] \\quad + \\quad \\cdots\\quad + \\quad \\underline{{w_{m}\\cdot X[i]}} + \\quad \\cdots\\quad + \\quad w_{k}\\cdot X[i+n] $$\n", "\n", "Notice carefully that $X[i]$ is being combined with $m$ past values and $n$ future values to\n", "create the output $Y[i]$, so in the (usual) case that $m=n$, then this weighted vector is\n", "**centered** around a value $X[i]$. This is the meaning of the *Rolling 7-Day Average* mentioned above,\n", "and which we now explore in detail. \n", "\n", "### K-Point Moving Average\n", " \n", "A digital filter can easily implement a *K-Point Moving Average*, in which $m=n$ and so $k$ is the odd number $2n+1$,\n", "and the weight vector is moved to align the midpoint with each of the signal points in turn; the\n", "boundary effects are mitigated but not completely eliminated (since you are still using partial windows\n", "at the beginning or the end). \n", "\n", "To obtain a moving average centered in $W$, it must have odd length $k$ and be precisely the following:\n", "\n", "$$W\\ =\\ [{1 \\over k}, {1 \\over k}, ..., {1 \\over k} ].$$\n", "\n", "We will **only allow results calculated when the center of the weight vector is inside the signal** \n", "we can simply trim $(k-1)/2$ points from the beginning and from the end of the result, \n", "effectively *centering* the weight vector around the average value being produced at each\n", "slide of the window. This is called *same mode* since the output is the same length as the input\n", "(often an advantage when dealing with audio signals-- we don't want to make the signal longer or shorter,\n", "just modify it in place). \n", "\n", "Here is an example. " ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "X = [-3, 0, 3, 0, -3, 0, 3, 0,-3, 0, 0, 0, 3, 3, 3, 0, 0]\n", "T= np.arange(len(X))\n", "W = [1/3, 1/3, 1/3 ]\n", "k = len(W)\n", "excess = int((k-1)/2)\n", "# Z = np.zeros( len(W)-1 ) \n", "# Xpadded = np.concatenate([Z,X,Z])\n", "# Tpadded = np.arange(len(Xpadded))\n", "\n", "M = digitalFilter(X,W)\n", "Mtrimmed = M[excess:-excess]\n", "\n", "# print(len(X))\n", "# print('X',(X))\n", "# print(len(Xpadded))\n", "# print((Xpadded))\n", "# print(len(M))\n", "# print('M',(M))\n", "# print(len(Mtrimmed))\n", "# print('M trimmed',(Mtrimmed))\n", "\n", "plt.figure(figsize=(16,8))\n", "plt.title(\"3-Point Moving Average\")\n", "plt.ylim([-5,5])\n", "plt.plot(T,X,color='b',label=\"Original Signal\")\n", "plt.scatter(T,X,color='b',)\n", "plt.plot([0,len(T)],[0,0],color='k',alpha=0.2)\n", "plt.plot(T,Mtrimmed,color='r',label=\"3-Point MA\")\n", "plt.scatter(T,Mtrimmed,color='r',)\n", "plt.legend()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Weighted Moving Average\n", "\n", "Of course, we can also do exactly the same thing, but not take the average (where all weights are equal), but\n", "use a weighted sum, similar to a mean or expected value in probability theory. Again, in this case,\n", "we will trim values from the output, since we are in this case interested in weight vectors of odd length centered on the index being output. \n", "\n", "The following example should clarify that any weights whatsoever can be used in the weight vector! " ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "X = [-3, 0, 3, 0, -3, 0, 3, 0,-3, 0, 0, 0, 3, 3, 3, 0, 0]\n", "T= np.arange(len(X))\n", "W = [0.2, 0.7, 0.1 ]\n", "k = len(W)\n", "excess = int((k-1)/2)\n", "# Z = np.zeros( len(W)-1 ) \n", "# Xpadded = np.concatenate([Z,X,Z])\n", "# Tpadded = np.arange(len(Xpadded))\n", "\n", "M = digitalFilter(X,W)\n", "Mtrimmed = M[excess:-excess]\n", "\n", "# print(len(X))\n", "# print('X',(X))\n", "# print(len(Xpadded))\n", "# print((Xpadded))\n", "# print(len(M))\n", "# print('M',(M))\n", "# print(len(Mtrimmed))\n", "# print('M trimmed',(Mtrimmed))\n", "\n", "plt.figure(figsize=(16,8))\n", "plt.title(\"3-Point Weighted Sum: \"+str(W))\n", "plt.ylim([-5,5])\n", "plt.plot(T,X,color='b',label=\"Original Signal\")\n", "plt.scatter(T,X,color='b',)\n", "plt.plot([0,len(T)],[0,0],color='k',alpha=0.2)\n", "plt.plot(T,Mtrimmed,color='r',label=\"3-Point WS\")\n", "plt.scatter(T,Mtrimmed,color='r',)\n", "plt.legend()\n", "plt.show()" ] }, { "attachments": { "Screen%20Shot%202020-06-07%20at%201.33.41%20AM.png": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "### Exponential Moving Average\n", "\n", "The *Exponential Moving Average* is another common digital filter (our first example above!), used in fields as diverse as finance and computer networking. In this case, we are modeling the exponential decrease in the effect of a sample in the signal.\n", "In audio this can be used to model the exponential decay in the release phase of an ADSR envelope,\n", "and also environmental effects (\"room acoustics\") such as echo and reverberation.\n", "\n", "In an EMA, the weight vector W contains a decreasing exponential (alternately, a geometric) series,\n", "where each weight successively decreases by a factor $0" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "X = [-3, 0, 3, 0, -3, 0, 3, 0,-3, 0, 0, 0, 3, 3, 3, 0, 0]\n", "T = np.arange(len(X))\n", "W = [0.25, 0.5, 1.0]\n", "X1 = digitalFilter(X,W)\n", "T1 = np.arange(len(X1))\n", "\n", "plt.figure(figsize=(16,8))\n", "plt.ylim([-5,6])\n", "plt.title(\"Original Signal\")\n", "plt.plot(T,X,color='b',label=\"Original Signal\")\n", "plt.scatter(T,X,color='b',)\n", "plt.plot([0,len(X)],[0,0],color='k',alpha=0.2)\n", "\n", "plt.plot(T1,X1,color='r',label=\"EMA: d = 1/2\")\n", "plt.legend()\n", "# plt.scatter(T,M1,color='g',label=\"k=1, 3-point MA\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Convolution\n", "\n", "Convolution is one of the most significant algorithms in digital signal processing \n", "(after the Fast Fourier Transform), and it is defined *almost* precisely as the `digitalFilter` function\n", "above, with the following important exception:\n", "\n", " Convolution == digitalFilter with the weight vector W reversed\n", " \n", "We will explain the technical reason for this below, but for now, let us just explore\n", "the `convolve` function provided by `scipy.signal`; depending on how you set the parameter `mode` it\n", "will provide for the functionality discussed above:\n", "\n", "- with `mode` = `full` (the default) it will slide the (reversed) weight vector W across the signal, producing\n", "a weighted sum for *any* overlap of W and the signal; the output will be longer than the input by `len(W)-1` values. \n", "- with `mode` = `same` the output is the same size as the input signal, centered with respect to the ‘full’ output; effectively this provides for a weighted moving average centered in $W$, as discussed above; and\n", "- with `mode` = `valid` it will output only overlaps which fit completely within the signal; the output will be shorter than the original signal. \n", "\n", "Punchline: Follow the examples below, and use full mode for EMA (perhaps trimming from the end if you\n", "need the filtered signal to be the same length as the original) and use same mode for WMA." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0.33 1. 2. 3. 2.33 1.33]\n", "[0.33 1. 2. 3. 2.33 1.33]\n", "[1. 2. 3. 2.33]\n", "[2. 3.]\n" ] } ], "source": [ "from numpy import convolve\n", "\n", "X = [1,2,3,4]\n", "T= np.arange(len(X))\n", "W = [1/3, 1/3, 1/3 ]\n", "\n", "print(round2(digitalFilter(X,W)))\n", "\n", "Wrev = W[::-1] # Pythonistic way to reverse an array -- and yes, I understand it didn't need it in this case....\n", "\n", "print(round2(convolve(X,Wrev,mode='full')))\n", "print(round2(convolve(X,Wrev,mode='same')))\n", "print(round2(convolve(X,Wrev,mode='valid')))" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[1. 3.5 3.75 7.75 4.5 2. 0.25]\n", "[3.75 7.75 4.5 ]\n", "[3.5 3.75 7.75 4.5 2. ]\n" ] } ], "source": [ "X = [1, 3, 2, 6, 1 ]\n", "W = [1.0,0.5, 0.25] # Ok, let's just reverse it from the beginning..... \n", "\n", "print(convolve(X,W,mode='full'))\n", "print(convolve(X,W,mode='valid'))\n", "print(convolve(X,W,mode='same'))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Why the heck does convolution need W to be reversed??\n", "\n", "Simply put: *because W is a signal*. Just about everything in signal processing\n", "is a signal, because any time series is a signal, as long as you consider time\n", "as occurring in 44,100 \"ticks\" per second. \n", "\n", "More to the point, interesting things happen when we convolute two signals together,\n", "especially if one is an *impulse response*. An Impulse Response is the audio signal\n", "that results when a system (such as a room or concert space) receives a short \"spike\" amplitude, such\n", "as the signal\n", "\n", "$$X = [0,0,0,0,32767,0,0,0,0,0,.... ]$$\n", "\n", "The audio signal which results when this spike (produced in practice using a cap gun or\n", "by popping a baloon) gives the \"acoustic signatured\" of the space. For example, here\n", "is the impulse response of the original \"Bat Cave\" used in the original Batman TV series:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Ir = readWaveFile('cas.wav')\n", "displaySignal(Ir)\n", "Audio(Ir,rate=SR)" ] }, { "cell_type": "code", "execution_count": 148, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "12285" ] }, "execution_count": 148, "metadata": {}, "output_type": "execute_result" } ], "source": [ "max(Ir)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Convolution Reverb\n", "\n", "When such an impulse response is convoluted with a signal, then every amplitude \"spike\" in the signal is subjected to the \"dying away\" of the energy as specified very precisely by the impulse response.\n", "\n", "**Punchline: Convoluting a musical signal with the impulse response of a \"sonic space\" such as\n", "a cathedral or a jazz club will make it sound like the music is playing in that space!**\n", "\n", "Here is an example, the Bach G-Minor Fugue for organ, played in the Batcave..." ] }, { "cell_type": "code", "execution_count": 131, "metadata": {}, "outputs": [ { "data": { "image/png": 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dewOpWamuZeIJERERJS/Jnu+TASxX1ZWqWg3gaQCXJtgeasams9oJERERpYDv4FtEOhnedn8Aa3Pur7OW5TtVROaKyMsiMtJwG4iIiIiIYuOZdiIipwF4BEBnAIeJyCgA31bV7zRx22KzLD834AMAh6vqLhEZB+B5AEMd2jkBwAQAaNt3SKCGVFRUBHq+CUlsk4Lhe9T87dq1i+8zFeBxQXZ4XJApfnK+fwPgAgAvAoCqzhWRMw1sex2AQ3PuDwCwPvcJqroz5/YkEXlARHqq6pb8F1PVhwE8DADt+g0NlOA7ZswY4JXyIKs02ZgxY2LdXosX4v3le9T8VVRU8H2mAjwuyA6PCzLFV9qJqq7NW2QigXYGgKEiMlBE2gK4AlaAnyUifUVErNsnW+3damDbjbBsIBERERHFwU/wvdZKPVERaSsiPwSwuKkbVtUaAN8FMNl6vX+q6kIRuVZErrWe9jkAC0RkLoDfA7hC1fzE7rUJzRX/n7nrUVpWjtVbdwda71t/nYnSsnLs2HvA9zqlZeUoLQvW+1u5ZTdKy8rxwpyPAq33jxlrUFpWjvnrdgRaL9vG2jp/78e+A7UoLSvH9U/PDrSdMFQ11D4EgGWbqlBaVo59B/yds97/5nKUlpXjk93Vgbf19/dXY9zv3vL13OzfNPZXFYG3E5efT1qM0rJy7NofvLTnQ1NW4AsPvev7+dNWbEFpWTkmL9wYeFtx+NEzcwMdR3H73lOzUVpWzs4MIiIPfoLvawFch8xgyHUAjrXuN5mqTlLVYao6WFXvtpY9qKoPWrfvU9WRqjpKVUer6jQT2y1sRxSv6u61RZvwvacyQeNZv6yA33OK0rJy/HfRJgDAqJ+86nsdu9tuqmvqMOb/KgAA1z89B8s37/K13l3/WYT//fd8AMDF973t+wQht12Db57ka50jbnsFAPDCnPWRB+ADb2poU5AA/EuPvIfzfjMVQEN73fzq1aX45eSlAIDjfvrfQG0sLSvHLc8twKINOzGjcpvn87N/08qPd4c6qYjad5/8AA9PXQkAOOqOyYHWLS0rxz0vL8H0VduwbFOV5/PfWLIJV/3pfQDAt5+YhXnrtgdub5TO/80UPDNrHQB/x1HcrnvyA/xnbiZrcMgtLyfcGiKidPMMvlV1i6p+SVX7qGpvVf2yqhpP/WhpvvnXmY3u5wZ3TvbXFPZ4efVK2/WS1fnoWR52a+Mf0HN/PcVzHQB49J1Vje77OUHw+9q58ntrX5iz3v6JBnz10emh1vu4aj/eWR7so/KHN5Y3uu83KL7hH3Ma3d++x/2kZ+22PYHalYSX5m1odH/oLf5Oyi7+w9uN7lf56DW/5rHGn8dL7nvH17bi8uGmxie/n38wkn6I0Mrz3qvXF29KqCVEROnnGHyLyB9E5PdO/8XZSMoYfmthj9e/rN4wJ3a9ZIN89iwHdfsLC0Kt57dXPdfKjwtTdaIKKKd++HHBMj8nMCfd/Vqg7az4OPh+yHpuduOTsPXb97o+/4x73yxY9q28E8IkTVteMKYaB3xOlDT/o8bpTluq9rs+f9Zq76sESfq3zWd8RuUnCbTE3ty12wuWfePx9BxLRERp49bzPRPALADtARwPYJn137EwM+CSDJi12vyP8ML19rnaOzx6U//67urA2/J6TTtOOeF/fnuV7fKmcAqyvcLAAyHyXs/5VfArAADwQMXygmVTbE4YvGTTmdLgqkfeD7Xed/4+q2CZ12fks3/0nxeehBufmZt0E1xden+6rhIQEaWdY6lBVX0cAETkawDOVtUD1v0HAfhLNi4SdQkNuAzCKSc8iraP//3btsuj2Naou4IfSo9Nq7Rdvrfa/DnhD/45J9R6Q2PMe733laUFy+yK6LcEk+bbDJZsqTuDiIhSyc+Ay0MAdMm539la1mzYpTCkzYNTVibdBNfe3jgrMPz0pUW2y9WzPzq45yPMJSciIqKWx88kOxMBzBaRbJLoWQDujKxFCQhSsi8pTgOY0tJp/8me4GXxTEvLvoigGqaj/IFuWeLS2+u3lGOxeWjKCtvl4tL1XQxXvYiIqHnxDL5V9S8i8jKAU6xFZaqazkK4IfkpRZa0mQ55q3GGDm5B5ew12+NriIO0hFGLN8R3PF335AcOjzgHnDV1zbMO8z0vL7Fd7nYiEmLIARERUZN4Bt85U8lno79hIjJMVadG1yzyLSURJzsQG2wLMTlOnJpp7E1ERFQU/KSd/CjndnsAJyNTBWVsJC1KQDHHjW55zmEqbrjZvb8WB3d2eKw6+AyEpn2YkisYryy0TwVJi6273UvvtSQ+qxcSEREZ4yft5OLc+yJyKIB7I2sRBeLW47xnv9lBkHPXbcdhB3e0feyv71Ya3VYY8wJOZx+VtF8FWBairnpztWgrq6YSEVG8/FQ7ybcOwFGmG5IkP1Nxp1WNy+A5CfPuhtTSUhnc8t/TMJ7RbjbUeiloX5wO1DgfnGnfFXFWESIionh4hmd5M13eB+AtAOme9SGgYig1GEaYmSPduAUqzbFqxMYd+xwfm7bCedr4p6aviaI5gby1rHCGyKx3Vwab8r7YPRLB5EtxiaJ2PRERJctPznfuPME1AJ5S1WY1pVkzjBsBhJs9MqyNO50D1WLl9jdVu/Smpl1Jq3TPOhNnqcY9B9L94U9369zV1NahdUmMl9+IiIqEn+C7u6r+LneBiFyfv6yYNcdeWyCaSWecbG+GNdvcgsBiPmLSfrjH2b6XVqb7uI3zRMQ0cavxSETUgvnplrjaZtnXDLcjUc11AJrpdJo4A4E0BB1uLTDdvo+27zX6em4+cKgZnxYL1++MbVtpP/F+xyW9KQ3S8DklIio2jj3fInIlgKsADBSRF3Me6gIg3b8IRUpVjfYWlc83W/IuzsFfn+w5gB6d2sa2vaBMhxxugwJNm57yAcZ7YzzOdqa7JDt270++hKcbtwHfRERkzy3tZBqADQB6AvhVzvIqAPOibFRLtWbbHhx+cCdjr2e6U+rRtyvxxZMOM/uiDtLQo/bmks2Oj330idme6k/2pDwKjNHmquY3fiAs08eZaSn4mBIRFR3H4FtVVwNYDeDU+JrTspn+Idu5z2w+6wHD9QQXb4gvvSCMDS7VTv79wTpcc/pAY9t6Z7lzdZKW5uUFG5NuQmo8M2tt0k1wFee4EiKi5sIx51tE3rb+rRKRnTn/VYlIuqMmAhBBCUXDv7Nu07Cn4Sc9znxgXr1vUMtpJ+sZnqTWuLlrnSe2WvBROia9IiJKG8fgW1VPt/7toqpdc/7roqpd42sipUW14Uhg1Rbnk4M0DISrc4mITTevWEoXrt22B2+71BA3Ic6c77TbtT/+aiz/mbseVT6vmrlN5rTLI1+9rk7xjxnx1MTfsms/Xl0Y/RWVujpFaVk5SsvKA6133xvLUFpWHriu+w3/mIOZAcdwbNq5zzWlzqT731yOpwPOe1BdU4d/z1oXUYvM+OeMtahtZj0mq7fuxrQVwb7bq2vqcMFvpgb+/SotK8c1j80IvE5pWXmgbWXXCfJ5XLqxKtRnOCi3nu8ebv9F2qoWKg2Tn+ypdv7BXGc4//T52R85PhZ1gOfHAZce2BrDKTgPTV3h+NjabXuMbissVcUZ976JL//5/UDrfeXP76O0rBz/mbve1/OnfPix42PbU5QbX1NbF3gQ8phfvonSsnJM85lmtO+A83FW43EyXFengYO50rJyfO+p2Tj6zld9Pb8pJ6GDbp6E//33fHwlwPG0t7o21A/jiT97DROemBV4AOue6ppA408G3Twp0OsDmffp/179EADww2f8z19XWlaO52Z/hM89+G6g7Z3y89fx9YCBz89eWoTSsnL8scL5eyrfc7PX4ZeTl6Ls2fmBtjXs1pdx4zNz8bf3VvteZ+22PSgtK8ewW14OtK0wx1JpWTl+/O95GBzgvVYNd1Kmqq6/yXbmr9uB0rJyjP2/ikDbOeuXFbjqT8G+24fd+jKWbqrCsFv97/fsPngjwAng399vOBbWfhLt7+EFv50a6etnuZUanIXMBDuzbP6b6bIehbSlan/STYg1/eGAy8ZqUpB6MHfddsfHPtxktjylW6BftS8dFS8G3hQ8sAAaZtv83lOzm9wGt2A0bkNueRlH3PZKoHUqt2Z+OK56JNiPnJ1aj6Bw0M2TMOL2VyKdbOvlBc4Vldyal1ta02021nwjbg+2vwHggt80/JgGuapy5cPv4cjbJ4c+7v26MSfgrlgabY90bvAX5KQiO0vsL15Z4nudG/4RfCLs3LEvQTpgzrj3TQDBrs66neQ7cfvNchP2GBp40yQceftkLNtU5Xudi+97GwCw0uXKst12goqzU+iW5xbU396z399n2PSYN9PcBlyaG01Gvnj9mMbhwwAf8iilYSBXCt4OAOlIwQnLb2+3X06fkR174/2iDXNJ8sEp/nsN/XC7+JJ72X5z1T5069jG8/XC7MMVm51/4N2uDn0hYG9tUyzN+U4L8lGK60rkczlXAHcHvFLRFHUKlPiobLt0Y3y/CV8ycFLq19WPTq+/7bfM75S18XWEzF7TMB/DB2s+wdA+XWLbth+vJDQwfnrlNhw9oJvn87buSs9VUju+5v4VkctF5Nci8isRuSziNrVYbjnGpjldso7zsv4Gl4ll0lA/2C2fNU5pzC30SnnImmG4prjTZyQNpSm9BLnM6ofbyXpub6rfwyfo5W0gUx7VyZPvO+f6xjmpVC6/329p+P6JmldOftaKj5OZhM5vR5CJz77fHvNt++I7Lj7zwLT623479E3EEH5f47evfdjkbUUpLR2JTjyDbxF5AMC1AOYDWADgWhG5P+qGtURrY6zp6/Txqq6J78tls0uazePTKmNrh5MtKTlzdqoKsy7i3Dc3fn+4//qu/7xNP5x6Z5fE2DsX1vRVZk9E9vh8D/yevIU5Odi407kc5/YI013Cmu+zAsvirek48XbiVinKr0qfaQm5+bZx8ps28bGBdE2/g/gmrUrmmPZ79fPDzU3/HvR7BT7OqzS5/J5sVSwNnlYUJz8932cBuEBV/6KqfwEwDsCYSFvVQj3nMgDRNKfj94n3KmNrgxunH5f1CfWYJelZh+Mi7lSLNHAKELfsSm68xIGE6gHOqPzE+0kA5n+03dfz5q719zy/TKdLmbgq57dj8J316Rhn4WSngc++3/fnneXJFwJws8JASd39Ka825XceiHnr0l3e02+njZtFPucHmecyZssvv1d4w/ATfC8FkDut4aHgDJex+sRAL0c+pw/Bzr3p+NFx6q1LYwpG1GodcmejyLSI8svGBKd0gCSzTpIqE+m34s7iDf56w/4502x5tzmGg/mtBr4H/Qac721Id8/3ZANlE6P8yMSZBmYiLSbtpV79BtULU15b38RVipfmOQ/yzrVwffDpaPKP2+0RdnD5Cb4PBrBYRCpEpALAIgC9RORFEXkxspZRvSjyI50mwPB7WTZqnzhcsv5gjb/evqRE8aMzab79D+3qrebTTnb6rKyS1PvgVKFg2eZk8lKB5AbEzlrt7z1o29rX0B7jTOdNB61nbeeZmdHNGLo5LwUnyjE8JmYHnhzhgLk9MaYklPsMxpJi4mptj05tfT3vqRlNP74XhQha/Vq6semvHeWJUpxjPRyrneS4PfJWkKsoenvjDBfq6hStWvkYVu9DmDPnOHth4uyZdyvzZlr+Pty8M5k0D6fUiGc/MD8px679NejcrvArMr+29+w123HmsF7Gt+9lps+0k4enrsTN40ZE3JromcjhXLUlunESy/N6YFdu2Y0hvTtHsq3n5zS9ipDbYNmmyu/c2XegFu3blESyrTTMj+HGxEzTfjvFwgSm+b9ZW3dH992e9hSmT/JS26r21aBn53aRbMuzS0RVp6jqFACzkRl0OR/A/JzlFLHy+eaDrFUGR7B7VQUxmU/nVg/bSZwdk37KVZkSdAIVP7Y5fPHm10d+ddEm49tuiihqoTv10uSnbCXV813MJSjDeNlAT22UYwPyr0SlpVqSExP700l+jnLaxqfkp9e9F2EA/+g7qyJ7bRPyx1cFqbsf1BMBJk5KwtQPG//tby2LbtCmn2onE0RkEzJ53tlJdzjJToz8TvUchFMqQxheMYDJIOGxacG/yOIMUpYZGG3u1+sRTBH9wZrttsvn5+Ucpi39J4ofd6eLGJPyTobdqvZEyanCSzGUXTTBz98ZdAbSpngqbxr1ZYYn4mqqjTucK9OY9tDUlY3up610Y/4gzSh7ZPMHiUcxhqsp8qsw5X/XR8nPAMw4v8/eXdH4ODBRVciJn2TAHwEYqaqlqjpIVQeq6qDIWkQFPli9PekmuPIqKWYy+N0UIt0hzu/9tA/c8eLUbz95YeOe7jSWkQvKK0XIKWf3oSmNA4u/vltpqklGBJnZrpj5+VqJc4KY/EFxb/usUBEX0zX33eRf7XwtZVfK8if/enFufJXG/EyPbqIqiF8vzGn8t8+KsWPFTxppnCdu+/KuVj2cdxJpkp/gewWA5AoKU6MZ2kwxOYPkEo9BFEl3epgYnORX2ks9eQWcTmkz/5lndqbKNPCaVMZpV+UPgF7wUXzHlx8mckyjZGpchJ+cZdO11YP41yzvcQimylRu9ZFOk2Td41cXeV9p9fM3+OHnascf82abDZPOGJafk7I4r1LkpxDGeeHMKc0x12yHq7FRyB+8G+XAYT8DLm8CME1E3gdQv6dU9fuRtYqKimfPdsLB9+4QM/eF5XUikjSvH3unnm8TJaLSxqtSX9pzdp38JeU5prsM5edvrtqP0p6dXJ/z/qp0D/Baa2jQ4+aq/TjYY2BYlHnNXvykdZio1w346ylNsmTtEh+lP/NT29LG1Enjc7M/wgmH93B9jomymmnkp+f7IQBvAHgPmXzv7H9UxEye3dZ49Bq0pIFhKS+THet7sWFHuidE8prJzWQpxyjLd+WbtsJMkGViUhs776wwk47x9HTn6euzXltsZlxEFIObAXO90X4maAtTsjbOuv+mZtKcFlG6z25DqSAvzvW+inj/m8uNbCuq7x2/s6N6+dt73p/hP79tpjPB1ImuKX56vmtU9QeRt4SMimKQppN/etTOTTr4Fsf+XPPi3O9heE3DbrJYi99SeEmJMwf2zaXmB8eaZNfLv3zzLpxY6t4rFYbf+uReopj/ALC/yrNhx14M6mW+bOArhnr1osoRXm0TsJgsHZvr/ZVmPo8mJmOyYzdpVFT7wlSFsO17o9kXsw1PoGWa3ZWNHXsP4NAE2uLET8/3m1bFk34i0iP7X+QtoyaJc+Cf149p0v3ecY6W9jv7VlK2xJg+8kqEpcxM8MqrNHnceJ2gJs1uX0Q10MlUT1Z1RL2ydsG330lOgjKVkx7V9/0Mm/Z5XTEKa+PO4HnOdukPUR23b9pUl0pTFRe7XPeo0mv+ZXg2XNPsOsHS9F4B/oLvq2DlfaMh5cRIqUERuVBElorIchEps3lcROT31uPzROR4E9slGD1bd5qNMivpnm8/l2RbCq/3wuRbFUV9epO8ykiZPGqjmI3UJLtUFa90sqRFUdsdAG55fn7BsjivnnnZaRNYRBV82w20TjJfOp9d2b4DEe0LuzzsNO2Lyq2FqSBRfYanx3jVMAy7MQZxplD54WeSnYH5/wE4oqkbFpESAPcDuAjAkQCuFJEj8552EYCh1n8TAPyxqdttKbxGCB/Zr2s8DUG8o6ftdLKZpTBN4qxF/Pxs93zDjm2jmYXOr81V8Y3y98qrTPp3dfnm+OpE50+KAgAHvEakxsiuEkZU+yfO6gphrNtWmG4TVfBtF8SkKeC0m/kxqhkv19tcHUrTZ+Rtm8lxFsVY6ctLnFfjp9mMKwlzZSVK4vfSqmRqkJ2NTE/4xarap0kbFjkVwJ2qeoF1/yYAUNV7cp7zEIAKVX3Kur8UwBhVde1Sa9dvqPa7+rdNaV5iOmxbDkgrqLQCRKDSCvu7umcqddi2LGedVlAR7O96mPe2PlkOIHdb3uuF2Vb77ZUQrW20DtAK+7sO8NjW8vp94HdbjdoHAUSwr9vhruuEVdi+gO8VBJBWqCtpjerOh/jYVtDjIvj+Q10tOm1bCqhCtA7QOgCKXX2OLXhqx61LrOcAmf9l18l8p+zqM6pwnW3LMk+3/v7MsSD1x19dm0440OHgiPaFdez53hc16LT1QwB19X+XaB2q+h7nsC/U+tuD7AuxEu0L90VNu4NQ266LaxM7bVkEaPD2ifW+Zu/bvb+t925Dm71bM++VCBStCtrq9RnutGVx/TGUbaPtvsi2D7ltbLhf3ak3qjv3K1xvy2JI/jqa+ZF33xd1Nutkbtut037HarQ6sKdwW9Z9gaLK7jNS3z4gcxw1/hudP1f5+6LhWNrf5RAc6NjL4L4Ietx+CKmrRcF7ld2W574IsP88jgu79gEN37OFn6vMMrvjtvH3WZ2v9nXYtgyt6moc2+dnX+R+FjPL6lDVt/Aif9h90WnL4sJ1fH9GCvdFsOO2YVvaqgS7ex3lui+CHRfB3iuprUaHT1aE2NbSgmX5Fj9y4yxVPdHziTk8uwRF5BRkAu7PAOgB4DpkJt5pqv4AchMh1wE4xcdz+gMoCL5FZAIyveNo23eIgeYlo7qko3Ww1lmlM7wH8FW37pQ5mLQ2012ntUBdDdDK/e2tbpW/Le8e2My2rKCsri6zLc+/qT2krqbROuKjx6C6pGOmbUG2Vb8vctaLSP57Jer9Xu1v0yXzw1Xfvlpfbawu6ZDzHtdB1PuSe3Xrjo3WyX4JumpVgr0dejc6wcr8iBXa165H/Q9cNmDMnlA4FS3c17pz3he09UNfl/0B2gd08Pi7Sjo0en+j2xetsbdjn5wTmBKgldO+OLg+MA23L3KCYWtfaKu9gEfw3aT3KucE0E5Nhx7QA/us/Wa9V9nvl/ofLnd7O/RqdALo3r7CIAnWibq2t98P+zr0tFknd127bVnvVX1HgDS0zWmdjr3RqnoXgIaOiob1rNt267XvaW0r56TFs3096v9uu22pwzHRsC9aFR5/Ybbl9De17Z7zXgXYVs6+8P9e9XDYltVmBw2/A/nfMbWOx23DcZF9r1o12jd29rft1ui4bbye82cr817l7HNp1bAdz8+I//cKAPY6HRdux63b91ng98o6CWpjXwoz3HFxsP06LvtPS9o6f0bc9kXb7rbLm8oxOhORuwF8AcAaAE8BuAvATFV93NC27f7S/E+Fn+dkFqo+DOBhINPz3bSmJWfFH79VsKy0rNx9nQcK15m8cCO+/YRzRcjDenTE1IlmtuW1zrI/XIMSmxxzz20Z2hcPT12Bn09a4rpeGGHaN+dXX0XX9m0aLTtQW4eht7zssa0Jgbdlty/ufHEhHptW6bjOt88chJvGjfe1rZX3fd11+7brPPBN13W276nGsXf91/U5pvaF1zr/mDAapwwq7IW33xdfc32tMPti9dbdOOuXFa7PWfmHq322z/29GnbLywUDGP/ytZNw9hG9Xdfz2oem2rd88y6c++spjZZ1btcaCyZ+LXD7wrxXz15/Do4/7KBA67Vv0wpLwhwXHvvi/ZVb8cWH32u07GeXHYUvj3a/wmfsM+yxjvN6XzO+raemr8FNzzbO0f/xhcPxnTGF32FJtK+uTjHo5kmF6/3B/LZue34BnnhvdaNlj19zMs4aVniVxHtb5tu3e38NRt4x2dC23NcZ+38VBTP9vnDdpzDq0O7Bt3X/Na7rAIA88A3P5+Rzy/meAGATMnnWf1PVrXAIfENaBzSq/DIAQH5Cqp/nkI0hvd3LYpmsjtS2tZ9xu8np07V90k2o18rmTL5NSXz77+SB7oWKnGa4jEuXvBOTKN1xcf4Qk8aS3hc9PSZNMema0wcWLIuihFpYg3sVTqYT1biVM22ClZIQx0JUY12O6Fv4d5sq35jPK1hJ2libk8P2rZMdt5Irzs/Q504oTKVJ0Uc41rFXV59WWrDM7rc3SW6/+n0B3A3gEgDLReQJAB1ExNQenAFgqIgMFJG2AK4A8GLec14E8FWr6sloADu88r0po61HQGfyQOzdJb4gIYxeKWpf0l+GXoG+yfadeLh7T6EduyskUfEaXJr0d3WcJ2Xjju5bsCxMwBkVuxOhqJp32bGF4y/CHJdRXX7t1rHwBDWqz814m+MiTbp1KNwXUR0XQz06tJJWenDhCWpUVXpOKg3+3R6ns4cXnpQ5ZAwmxrE5qlqrqi+r6lcBDAHwAjLlBj8SkSebumFVrQHwXQCTASwG8E9VXSgi14rItdbTJgFYCWA5gD8B+E5Tt9tSdPY4y9xrsMKGV8930j/hrVP0qUu6ZNnBnd3rFZus4Xv+yCaNyY6c13Fh8p2yC+i8tCmJ71g5rEfHgmVRfWxMxYlRBVl2qUZhOivirO4Q1YmS19TfSWvfpvAEOqpPzSWjgn+G42R3UhbVZ+TMoe6pLEmz+50rpp7veqq6T1X/paqfRabsX2HiTgiqOklVh6nqYFW921r2oKo+aN1WVb3OevxoVTVSX7wlOMhjUogNHhOMBJH2HoEYOxBxqs0Pd66kP/9H9+/m+vhkgxPjnDsi3cH3Id3dR3aafK8+f2LwudXiTHvJH4cAAP26eYx8DemnlxVWPAgjqhPZvjZpaof2iGZf2KVNhFES0YnaUf3jK0nr9d3kV1Sfm8tt0jrSLqpvkJM80heTZpfiYve5TlLgsERVdxocdEkJMRkwjz/GvUcg6dGvcZ7xdu3gfsUh6eDbq2P78uPN/cD07ZauL7t8Rx7iFViYe7OO6OtetSRpdrmpAw6KJuC0uzwexhUnRzNZtF0KR1RjEa482bskrB8XHRVNekicVw2PO6y7kdc5Y2hPI6+T72BDs5wOshm/kM/U98XRA8yc0OQbYTPuIIzLj+/v+ZwuhnLFvTok45ae6/EUq87tzQ1+SNfFnEJx/oB4DVBK26WvfO0MDp7t2DbdkxvFKarpye1cfpz3D5ofUeWcH2toEN8xA7xfZ3if5E56vn3WIM/nmAqyjunf3cjr5DOVS36BjxS0ywwdt1GN8bFLcQnjYo/OKgD4+qdKjWwrqu/gTu3M7Ivzj/Q+Li4JkbJXDBh8t1BtDAakdvmiaRJnyvcpXtVEYmqHE688YqeAq3XSI0Uj4HWi4fdPHtbH+ypSnCkk56Q83cdUEDOwp3cP4mdPMBPQheHnMrdX6pNfdvm++ZLMWfYq0wgAg3uZuRobZ8WkMM4a7p0vfZyP/eVHVANxWxs6MT+sh/dnePzRhZNrxcVPz3xYnntQRDqKyG0i8ifr/lAR+XRkLaICUXxptjaYI3j4wekOvu3yWaPStsQ9sEi659srCHQKzsfkjR5PeQe+L15BoNO+yh/pn7ZSm8dEdKnZlDgr2tiV5YtLBx8nGXHuC1NpHWGcWOqdI2xXuSQqV53SON0nzopYfjq+TJ2U+ZGfguonLcaUEf28r/wcEVFJUT9MXaWz4+dX4y8A9gM41bq/DsDPImsRFYjiC9rkJWWvgM5k88Psi0Nj7Jlv09q9fWkPWp16ND6Td0k4qhzTNBnokJv8pVMaT2ZyxUlm8naDcvphiPN4T7s4T0TyP9vDUpbnf/qQxrnQfk4Owuqe1xN/SPd0jf/4St6ERH26xhd8H+Ej4PSqVmbSFXnjDs4xNAjYDz9XBLvHeFJ22uDGBROinGvBTwQ2WFXvhTXPuaruRfJXz1sUU6PAc5ksA9e+jUfJNoMR5zWGcuGi4lUhwuS+iOKLwal3bGTe4MQTEypBVhrjVRanwbP5+z2pOvJRDYhsTvKrHvSPsEfxujFDGt33mugsbn3yBkCPHRFdkPU/5wxtdD9NE98AQKe8XOgvhqhG5Ff+PBhpS+E7Pu87389YijjF2WF1Ut4VmjBzVfjlJ/iuFpEOsIpWiMhgZHrCKSZRXC4c2ttcr0y7CL5YnVJZendJVw9Kvq4GB7JmfXm0fc+q17TBYfRx2L/5ef1J/X584wz7QWxRXCp1OlHKr5IS5Re0G6/pxLNGJHjZNmlxTlSUnyoQZ7qbH/ntiTIFrmPeSU/aKk3kl44cEOHVonPzBhUmPXNuvvyTxCiPizADjPP3V5RprueMyE+vjG5f+PlmuhPAKwAOFZG/A3gdwI8jaxEViOIASNnJdwGn5nmV8ktaFO/VgRr7+oBeVxzCcPrizS9Fd3TKekeivISe76C8S+pdY7wsmstvD5qfvMpikJ8qEMYFI6NLlzr7iHRPPJIvqpJ8AHDoQelOfcr/no5yNtcrDaSlRdlbnv/dObxvdFdszjfw+YsydBmWVx3Ja6bwpvB8ZVV9FcDlAL4G4CkAJ6pqRWQtogL9IqiX7FTj+MiU9JKdNsT+h+HMCHp7085pfE5+HrYJfktQxpkjmcvpN+jrnxoYWxvS1nPlKaFC+6MM51t7zc7qR5QnInFW2fj2md5lDL0M8lEtJqyTY5yEJT+/PIxPOfzemNChbdM7BqL8COeP8zm4U3Tf7fnpi2FEccU3K/9KmZ8qQmH5qXbyIoDzAVSo6kuquiWy1rRwXzjRfoKTPhHMzORU/9NU/c6mcirZl3S1kCQ41YWN4pK63wGtSQWgTl+8cfZ8p4XfCTTqvGZWsph+S0caHqsyzkDJsSiPWxOD5LxKgWaZSJOI8iMc57fDBAMnIlFWnRlsICXO72fYRIdMlMeFibr7Jw90n0W6KeKsPuTn1/tXAM4AsEhEnhGRz4lIuhNvi1TfiKZzDiItwa3Tj2Q6Whcvp7SGOCduydcvoal68wdKZfVLsJpCUgOo/I618Hup95gIBnabZOJ499trdkSPZMpH+v3+PdNAykiUA+vsZkwN6kqfM5gOMzh+KQomTvj8zoRqorpPlCUfTeRr+z0ROSGhsTh++Uk7maKq3wEwCMDDAL4AYHPUDWuJosw78yu/HFXaJJVfmy/KS7b5nH6QkywpZ+LHNQynj0iS6VJpT0PJr/jh5PLj7a+8heW3Gksnn5flTVT3aedznMSYQ9Odx29iAKPfK2enDoqup9FNL5+D60cYSGVIux4d/b3f+dU6wojy+8zEa/tNwfnaaaVN3laUfH36rGonnwVwLYCTADweZaNaqhgH5jtKS2WEYx16ZUzNjtdUJicp8hLnpTDTPneC2YDOScrjXwDxnrDlUp89RWMN1/cdd5S/NJE0nrwc3D6ZNl03doj3kxBvJZW4PsP5/H7t5Zfyi9I5hyUz4N9vb2+c5S27xFiLPJffHu2kSsD65Sfn+x8AFgMYC+B+ZOp+fy/qhrVEpw5OpochV1p+B7t3Sr6H222kc5zpOfll/oqJ6YFXToPa0pIu5SZ3ltA4Z4X13QMd4sfUrW6221uSe0KZxneuf+dkekKSCmjc+JkUJgri88iIs5zkwR2SOVr9dorF2Tl10dHJTLTmNy3mqJSn0fmd4XKwql6rqm+oal3UjWqpuvu8tBQlt7PKYg4Cw3ALHuJMf4mipGBcPp/Ta3aNgYokTlcB4k7ZevWGMwOvc8v4EfW3o74kuvRnF9bfPtxhps58+SUU/QhbaaLih2Pqb19zerSVas4d0VBnuV1rf5+ljm0ajqfr8yaMMe0PVx5Xf/v4iPNUw1x9GXlIQxBjuoJNvie+cXL97agrptxw7rDA65x7WMPxHubzEsSKn4+rvz1mePqqfJVd1PB9FvWMx7kTDbb3+RnO/azfmvPdmxaOp9kiMlZV3wDQEcCl+ZcGVfXZiNvW4qSh987tzLmY0x/C6NO1PdZs22P72JdOiW9K8bRclq+cOB5LN1ahts5/4SsRwap7xmHTzv3oG0HJzKy4c9CH9emCyonjA61T0iqefQFkBmMGbZ+IYOXPx6F8/gbfP6YjD+mKhet3Bm7foT06YuFPLsDby7cEqr1dOXE8tu2uDlSV6ZGrT8TabXuwuWpfoAnBgu4/AFh290V4ad56XDrKf9WJi0cdgkO6t0fVvppGga6XVfeMw7MffIQLAgQ+b/xwDFZ+vAtV+2p8r5Pd1qad+wOVGK2cOB6vLtwYqAfyjKG9MPu28zBn3fZAV4IrJ47Hx1X7A50MXn/uUHx37BAcqPXfn9i2RPDhzy7Cq4s2YnyA6juVE8djx54DaOszcAQy3xdhjsHKieOxuWpfoJKBlRPHY9H6nYF+43t0aot5d56P1xZtCjReZPndF+GRt1cF6oD4z/dOx6sLN+Kk0h4FpRGdtClphVdvOBOd27UumADLzbw7z8eCj3bgtMHRjn9zu8Z1FoA3AFxs85gCYPBtmN8yU1Fyi/NMlNLKdcbQnnhrWXorV5b27OQYfLe0E5Gs4SFnKIs62CwWad8XrVoJLh5lX9rSzvlH9sU/Z66zfy2Pk8ZO7VqHmvQmTNWTQ3t0jGWAcpuSVvjMccFzpE84PHgvr4jgsyHysQf1Cp4XHPa4DTOpykGd2uLs4cHHH4TJ8S1pJShpFSxVo23rVvi0Q/lXN1HWjM4XZiZop7k/3HRt3ybwQO3WJa1w7VmDA28rzLGUP2mOH13bt4k88AZcgm9VvcO6eZeqrsp9TETim9GiBRmQglnB3C7ff/XUps8wl+ubZwxyDL7TkPt4ysAemPrhx7Fsq3eXdthctT+WbRGZ4jQBFBDvoGQiomLip//+3zbL/mW6IZQObpd0glwy88Mt/zINqRZuOYd+BwP5dXXKyyLF6dJjg/cqNVdRzG5rklvvdpwD4YiIiolbzvcRAEYC6CYil+c81BVAun8RCABwcKe22Lq7OulmOEpDjrubOIOHlO+KWLV2605tYfwOEEzKKS6zzbXh+0hEZMvt2v5wAJ8G0B2N876rAHwrwjaRIYd072A0+DbdG13MHWOmR+K3tEoybgb3TqYedhoN79sFlVvtxx2kgdvYhyCDIomIWhK3nO8XALwgIqeq6rsxtokCcEsFMd2banr66eF9zU7oY3oMpNvLudUAD+O4w9I9FW6czhzaC/e+sjTpZqTCuKP7YfLCTUk3IxS/VQmIiFoaP6PaZovIdcikoNSnm6jqNZG1inxzCxAHHNQB89btMLatnoZnjDJdPSXqurCNxBjoU3Q6tAb2Bqu6Fqs0jH1w00KL/hARNYmfroknAPQFcAGAKQAGIJN60mxcFWPNZtPcKi6HKXlVzEwPgowz7olzW2kf0Gh6X5S6zCbZhtFjk7B3m4goOD/fnENU9TYAu1X1cQDjARwdbbPitf9A85y0k2FF05gO5t2EqV0cVtprlPudkdEvt97jlO8KjAxRe5eIiNLNT/B9wPp3u4gcBaAbgNLIWpSAlF/ZdVXETU+9Ef2cC/SbPmaCzLzX3JlOR3J7r9onX07e1UEd4zspIyKiePgJvh8WkYMA3AbgRQCLANwbaavIN7fZyk6KMQe6b9fmV33Srce0mMuoXd7i0pGcnXd4fLPOERERAT4GXKrqI9bNKQAGRducZBRz77HbrJNx1gju0r41Nu6MbXOxcDsuOrQt3p7qzmnv7jXM7SQq5WW00a0DTw6IiJobt0l2fuC2oqr+2nxzknH58QPwzKx1STcjlDhPHDq0SXfAefdnjkq6CQCAEw8/CDNXf5JoG9I+OUuchvVxvjqUdmnPzyciouDcfqG7ePzXbHRMQS/mqYOcZ4pz4zYLo+kZJN0Cga9/aqDRbYXhloITpxH9zA2S+/UXRoVa76xhvRwf6+RwvPc2XErStCe/dUqo9Y53qaF+1MHJf/bDeOPGs5JuAhERheQ2yc5P4mxIktIwzfkjV58Yar3xx/RzfMxpAp5ld18UeDvfGTPY9XGn2ex+8dniLYwT9rAw2Vl5+fHh8rPd2j6wp301kWllY0NtKy6nDe4Zaj23tBOnc9fBvdI9y2ZaTjSdLPnphUk3gYgotTyvTYvIMBF5XUQWWPePEZFbo29afFIQe6NTyAoP7UOkgrj1lju58fzhgdcBgC+eFE8N9T+HPHmJQtiA2aTWAQeEDjioQ4us2exUTvKl750Rc0ualzDfS0RELYWfX9s/AbgJVslBVZ0H4IooGxW3NPR8exnk0FsZ1Gs/CHe52iv39EiDqRZh0jbOGdHH2PaznHpMbx0/wnW9dm2SD2KvOb3U8TG74z3scVEMzh3R2/Gxjg7jGYt5QC0REaWbnyiho6pOz1uW4gmZg0s69r5lnHswBwAXHd23YNmMW84NvK0hvaO5XN2nW2GpwQlnhiuO8/L16e51/OYZ7n/XYT3sZ1R0yrV28toPzvR8zk8vsx9k2quzc+nHVjYnUmnvqZx5q/exfu1Z9qlRXdo7Vwwpxhku5995ftJNcBUmrY2IqCXxE3xvEZHBsGYyF5HPAdgQaati1jrhH+Bv+QhSbzh3WMGyXgEHyA3ymcfav3uHRvcrJ473XKerTYBzs4+TigEHNd7W8D7eY3n//f9Oa3T/nQhzlW//9JGN7rvl2Gd1bGufQjT3jmBB05De3vviK6PtS00e5jKlej6vfP406NnZ+1gvu+gI2+VBZw/1c7wnye1kIg3CpLUREbUkfr4lrwPwEIAjROQjAP8D4NooGxW3AQf5D1RMW/ozfwOTWpe0whPfOLn+vt8A4ZX/aehFfuPGMb7WyQ1mXw9QVeGD286rv73y5+N8rfP2/47FwVZwdETfLph8g3dv7wmHH4RSK7j86aUjC04WTLrm9IE4ZkA3AMD5R/bB/Vcd72u9yonjccVJh9bf//BnF3nmVK/I2Wd+9192W2737fzl6ycByJzA/fhC+6A1Sbmfi1X3RLsvcreVxoGCC39yQf3tIPsiLrnHahrbR0SUNqKq/p4o0gmZYH0vgC+q6t9Db1SkB4B/IDNNfSWAL6hqQWFkEakEUAWgFkCNqvoaVdeu31Dtd/VvfbencuJ4lJaV+36+CWnvXWtuwry/fI+av4qKCowZMybpZlDK8LggOzwuyI6IzPIbn2Y5dsWJSFcRuUlE7hOR8wDsAXA1gOUAvtC0pqIMwOuqOhTA69Z9J2er6rFB/zAiIiIiorRxuw7+BIDhAOYD+BaAVwF8HsBlqnppE7d7KYDHrduPA7isia9HRERERJR6bsWlB6nq0QAgIo8A2ALgMFWtMrDdPqq6AQBUdYOIONUCUwCviogCeEhVH3Z6QRGZAGACALTtOyRQYyoqKgI934QktknB8D1q/nbt2sX3mQrwuCA7PC7IFLfg+0D2hqrWisiqIIG3iLwGoLA+HnBLgPZ9SlXXW8H5f0VkiapOtXuiFZg/DGRyvgNsI5PD9Uq8Od/MG4tZiPeX71HzxxxOssPjguzwuCBT3ILvUSKy07otADpY9wWAqqrrTCiq6liYV0Q2iUg/q9e7H4DNDq+x3vp3s4g8B+BkALbBd9x6dGqLbburk24GERERERURx5xvVS1R1a7Wf11UtXXO7aZOZ/giMoM3Yf37Qv4TRKSTiHTJ3gZwPoAFTdyuMd8fGyy1hYiIiIgoqdkQJgI4T0SWATjPug8ROUREJlnP6QPgbRGZC2A6gHJVfSWR1trwmm6diIiIiCifW9pJZFR1K4BzbJavBzDOur0SwKiYm+ZboKRyIiIiIiIk1/NNRERERNTiMPgmIiIiIooJg++Q9h2oTboJRERERFRkGHyH9OT7a5JuAhEREREVGQbfIXHAZXE5o38iY4uJiIiIGmHwHRILDRIRERFRUAy+QxJh+E1EREREwTD4Domhd3HhuRIRERGlAYPvkBjMEREREVFQDL5D4vTyxWV0Pw64JCIiouQx+A7pK6eWJt0ECqBLW54sERERUfIYfIfUoU1J0k2gABh6ExERURow+A6JWSdEREREFBSD75A44LK48O0iIiKiNGDwHVIrRt9EREREFBCDbyIiIiKimDD4DokzXBYZvl1ERESUAgy+Q2IsV1x6tOc7RkRERMlj8B0SO76LS4fWfMOIiIgoeQy+QxL2fRMRERFRQAy+Q2KdbyIiIiIKisF3SBxwSURERERBMfgOqW+39kk3gQw6eWCPpJtARERELQCD75CG9emcdBPIoL9/85Skm0BEREQtQIsJvt+9aWzSTaAUa1PSYj4KRERElKAWE3H069Yh6SYQERERUQvXYoJvIidv/nAMAOD7Y4ck2xAiIiJq9lp88P2Lzx7t63nv33xOxC2hpAzs2QkA8IPzhyfcEiIiImruWkTwPf6YfgCAl68/o+CxL5x4qK/X6NOV1U2IiIiIqGlaRPB935XHAQBG9Ota8Jhdve7Zt52H311xrOtrcoBe8XmnrHDQ7Xs3Nb6iMen7hSdoRERERKY0ywiyf+fGf5bThDhPTxhdf7tT25L62wd1aotLj+1ff/9HFxSmIzD4Lj79uxcOus2v137kIV3xt2+cghm3nBtXs4iIiKgFaZYRZJtWwO+vPA7njuiNyonjGz1WOXE8zhjaExMvPxqjBx1cv3zhXRfie2OHYFpO7+h/vns6bjh3GK47OzMQb9U943D1qYdjzu3nxfOHkHGVE8dj1IBu+PLowwqOjazTh/ZEry7tYm4ZERERtQStk25AVC4ZdQguGXWI7WNPfMN+QpUb8wbcHT2gG44e0K3+vojgJ5ceZa6RlIgXvnt60k0gIiKiFqpZ9nwTEREREaURg28iIiIiopgw+CYiIiIiikkiwbeIfF5EFopInYic6PK8C0VkqYgsF5GyONtIRERERGRaUj3fCwBcDmCq0xNEpATA/QAuAnAkgCtF5Mh4mkdEREREZF4i1U5UdTHgXH/bcjKA5aq60nru0wAuBbAo8gYSEREREUUgzTnf/QGszbm/zlpGRERERFSUIuv5FpHXAPS1eegWVX3Bz0vYLFOX7U0AMAEAevXqhYqKCj/NbJJHL+iIaybvCbzeL8/sEEv7qMGuXbu4z6kAjwuyw+OC7PC4IFMiC75Vtanzc68DcGjO/QEA1rts72EADwPA8OHDdcyYMU3cvD+VZ8eyGWqiiooKxHVMUPHgcUF2eFyQHR4XZEqa005mABgqIgNFpC2AKwC8mHCbiIiIiIhCS6rU4GdEZB2AUwGUi8hka/khIjIJAFS1BsB3AUwGsBjAP1V1YRLtJSIiIiIyIalqJ88BeM5m+XoA43LuTwIwKcamERERERFFJs1pJ0REREREzQqDbyIiIiKimDD4JiIiIiKKCYNvIiIiIqKYMPgmIiIiIooJg28iIiIiopgw+CYiIiIiigmDbyIiIiKimDD4JiIiIiKKCYNvIiIiIqKYMPgmIiIiIooJg28iIiIiopgw+CYiIiIiiomoatJtME5EqgAsTbodlCo9AWxJuhGUOjwuyA6PC7LD44LsDFfVLkFWaB1VSxK2VFVPTLoRlB4iMpPHBOXjcUF2eFyQHR4XZEdEZgZdh2knREREREQxYfBNRERERBST5hp8P5x0Ayh1eEyQHR4XZIfHBdnhcUF2Ah8XzXLAJRERERFRGjXXnm8iIiIiotRpVsG3iFwoIktFZLmIlCXdHkqGiDwqIptFZEHOsh4i8l8RWWb9e1CSbaT4icihIvKmiCwWkYUicr21nMdGCyYi7UVkuojMtY6Ln1jLeVy0cCJSIiKzReQl6z6PCYKIVIrIfBGZk610EvTYaDbBt4iUALgfwEUAjgRwpYgcmWyrKCGPAbgwb1kZgNdVdSiA16371LLUALhRVUcAGA3gOus7gsdGy7YfwFhVHQXgWAAXisho8Lgg4HoAi3Pu85igrLNV9dic0pOBjo1mE3wDOBnAclVdqarVAJ4GcGnCbaIEqOpUANvyFl8K4HHr9uMALouzTZQ8Vd2gqh9Yt6uQ+VHtDx4bLZpm7LLutrH+U/C4aNFEZACA8QAeyVnMY4KcBDo2mlPw3R/A2pz766xlRADQR1U3AJkgDEDvhNtDCRKRUgDHAXgfPDZaPCu9YA6AzQD+q6o8Lui3AH4MoC5nGY8JAjIn56+KyCwRmWAtC3RsNKcZLsVmGUu5EFEjItIZwL8B/I+q7hSx++qglkRVawEcKyLdATwnIkcl3CRKkIh8GsBmVZ0lImMSbg6lz6dUdb2I9AbwXxFZEvQFmlPP9zoAh+bcHwBgfUJtofTZJCL9AMD6d3PC7aEEiEgbZALvv6vqs9ZiHhsEAFDV7QAqkBkzwuOi5foUgEtEpBKZFNaxIvI38JggAKq63vp3M4DnkEl7DnRsNKfgewaAoSIyUETaArgCwIsJt4nS40UAV1u3rwbwQoJtoQRIpov7zwAWq+qvcx7isdGCiUgvq8cbItIBwLkAloDHRYulqjep6gBVLUUmlnhDVb8MHhMtnoh0EpEu2dsAzgewAAGPjWY1yY6IjEMmT6sEwKOqeneyLaIkiMhTAMYA6AlgE4A7ADwP4J8ADgOwBsDnVTV/UCY1YyJyOoC3AMxHQx7nzcjkffPYaKFE5BhkBkiVINMh9U9VvUtEDgaPixbPSjv5oap+mscEicggZHq7gUzq9pOqenfQY6NZBd9ERERERGnWnNJOiIiIiIhSjcE3EREREVFMGHwTEREREcWEwTcRERERUUwYfBMRERERxYTBNxFRkRKRW0RkoYjME5E5InJKzNsfIyIvxblNIqJi15ymlyciajFE5FQAnwZwvKruF5GeANom3CwiIvLAnm8iouLUD8AWVd0PAKq6RVXXi8gJIjJFRGaJyOScKY+HiMhrIjJXRD4QkcGS8UsRWSAi80Xki9Zzx4hIhYj8S0SWiMjfrRlCISIXWsveBnB5tjEicpbV+z5HRGZnZ4EjIqLGOMkOEVEREpHOAN4G0BHAawD+AWAagCkALlXVj61g+gJVvUZE3gcwUVWfE5H2yHS+XATgWgAXIjMj7AwApwAYjsz0yCMBrAfwDoAfAZgJYBmAsQCWW9vsaM3+9x/r9d+x2rZPVWvi2BdERMWEPd9EREVIVXcBOAHABAAfIxMIfxvAUQD+KyJzANwKYIDVC91fVZ+z1t2nqnsAnA7gKVWtVdVNyATuJ1mbmK6q61S1DsAcAKUAjgCwSlWXaabn5m85TXoHwK9F5PsAujPwJiKyx5xvIqIipaq1ACoAVIjIfADXAVioqqfmPk9Eujq8hLi8/P6c27Vo+L2wvVyqqhNFpBzAOADvici5qrrE+68gImpZ2PNNRFSERGS4iAzNWXQsgMUAelmDMSEibURkpKruBLBORC6zlrcTkY4ApgL4ooiUiEgvAGcCmO6y2SUABorIYOv+lTntGayq81X1F8ikpxxh5A8lImpmGHwTERWnzgAeF5FFIjIPwJEAbgfwOQC/EJG5yKSLnGY9/ysAvm89dxqAvgCeAzAPwFwAbwD4sapudNqgqu5DJs2l3BpwuTrn4f+xBm7OBbAXwMvG/lIiomaEAy6JiIiIiGLCnm8iIiIiopgw+CYiIiIiigmDbyIiIiKimDD4JiIiIiKKCYNvIiIiIqKYMPgmIiIiIooJg28iIiIiopgw+CYiIiIiisn/B2V96P/DX9tUAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 131, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = readWaveFile('BachOrganFugue.wav')\n", "displaySignal(X)\n", "Audio(X,rate=44100)" ] }, { "cell_type": "code", "execution_count": 156, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 156, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from numpy import convolve\n", "\n", "X = readWaveFile('thelick.wav')\n", "displaySignal(X, title='The Lick: No Reverb')\n", "Audio(Xreverb,rate=SR)\n", "\n", "\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 168, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 168, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Ir = readWaveFile('marshchapel.wav')\n", "# Ir = readWaveFile('gsuconferenceauditorium.wav')\n", "# Ir = readWaveFile('casbathroom.wav')\n", "Ir = scaleSignal(Ir,MAX_AMP)\n", "\n", "displaySignal(Ir, title='Impulse Response from CAS Lobby (Tsai Center)')\n", "Audio(Ir,rate=SR)" ] }, { "cell_type": "code", "execution_count": 169, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 169, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Xreverb = np.convolve(Ir,X) \n", "Xreverb = scaleSignal(Xreverb,MAX_AMP)\n", "#displaySignal(Xreverb, title='The Lick in the CAS Lobby (Tsai Center)')\n", "Audio(Xreverb,rate=SR)\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here is an interesting site giving advice (and links) about getting free impulse responses to use\n", "in convolution reverb:\n", "\n", "https://www.reasonstudios.com/blog/free-reverb-resources-where-to-find-impulse-responses\n", "\n", "I have also linked an Impulse Responses Directory from the main web page for the class. " ] }, { "cell_type": "code", "execution_count": 133, "metadata": {}, "outputs": [], "source": [ "def pcm2float(sig, dtype='float64'):\n", " \"\"\"Convert PCM signal to floating point with a range from -1 to 1.\n", "\n", " Use dtype='float32' for single precision.\n", "\n", " Parameters\n", " ----------\n", " sig : array_like\n", " Input array, must have integral type.\n", " dtype : data type, optional\n", " Desired (floating point) data type.\n", "\n", " Returns\n", " -------\n", " numpy.ndarray\n", " Normalized floating point data.\n", "\n", " See Also\n", " --------\n", " float2pcm, dtype\n", "\n", " \"\"\"\n", " sig = np.asarray(sig)\n", " if sig.dtype.kind not in 'iu':\n", " raise TypeError(\"'sig' must be an array of integers\")\n", " dtype = np.dtype(dtype)\n", " if dtype.kind != 'f':\n", " raise TypeError(\"'dtype' must be a floating point type\")\n", "\n", " i = np.iinfo(sig.dtype)\n", " abs_max = 2 ** (i.bits - 1)\n", " offset = i.min + abs_max\n", " return (sig.astype(dtype) - offset) / abs_max\n", "\n", "\n", "def float2pcm(sig, dtype='int16'):\n", " \"\"\"Convert floating point signal with a range from -1 to 1 to PCM.\n", "\n", " Any signal values outside the interval [-1.0, 1.0) are clipped.\n", " No dithering is used.\n", "\n", " Note that there are different possibilities for scaling floating\n", " point numbers to PCM numbers, this function implements just one of\n", " them. For an overview of alternatives see\n", " http://blog.bjornroche.com/2009/12/int-float-int-its-jungle-out-there.html\n", "\n", " Parameters\n", " ----------\n", " sig : array_like\n", " Input array, must have floating point type.\n", " dtype : data type, optional\n", " Desired (integer) data type.\n", "\n", " Returns\n", " -------\n", " numpy.ndarray\n", " Integer data, scaled and clipped to the range of the given\n", " *dtype*.\n", "\n", " See Also\n", " --------\n", " pcm2float, dtype\n", "\n", " \"\"\"\n", " sig = np.asarray(sig)\n", " if sig.dtype.kind != 'f':\n", " raise TypeError(\"'sig' must be a float array\")\n", " dtype = np.dtype(dtype)\n", " if dtype.kind not in 'iu':\n", " raise TypeError(\"'dtype' must be an integer type\")\n", "\n", " i = np.iinfo(dtype)\n", " abs_max = 2 ** (i.bits - 1)\n", " offset = i.min + abs_max\n", " return (sig * abs_max + offset).clip(i.min, i.max).astype(dtype)\n" ] }, { "cell_type": "code", "execution_count": 147, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "176400\n", "210460\n" ] }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 147, "metadata": {}, "output_type": "execute_result" } ], "source": [ "'''\n", "convolveReverb.py\n", "William Kranich (wkranich@bu.edu)\n", "CS591: Computatitional Audio\n", "Boston University\n", "\n", "An implementation of convolution reverb. This\n", "takes two mono wav files: the first is the signal\n", "that you wish to add reverb to (fileName, x) and\n", "the second is an Impulse Response (IR) that the\n", "first signal is to be convolved with. Outputs\n", "a new wav file that is the original sample with\n", "desired reverb added.\n", "'''\n", "\n", "\n", "from scipy.signal import fftconvolve\n", "#from utility import pcm2float, float2pcm\n", "import numpy as np\n", "# import readWave\n", "# import writeWave\n", "\n", "# fileName = input(\"Enter the name of a file please: \")\n", "filename = \"thelick.wav\"\n", "irFilename = \"batcave.wav\"\n", "\n", "x = readWaveFile(filename)\n", "ir = readWaveFile(irFilename)\n", "# (x, params) = readWave.readwav(fileName)\n", "# (ir, params2) = readWave.readwav(irFileName)\n", "\n", "# This is a representation issue. Wave file imported as integer\n", "# but needs to be float for convolution. Will convert back\n", "# to int before writing file.\n", "x = pcm2float(x, 'float32')\n", "ir = pcm2float(ir, 'float32')\n", "\n", "\n", "\n", "result = fftconvolve(x, ir)\n", "\n", "# Need to normalize the result to prevent unwanted\n", "# phenomenon such as noise or clipping of signals\n", "result = result/np.max(np.abs(result))\n", "\n", "print(len(x))\n", "print(len(result))\n", "\n", "result = float2pcm(result, 'int16')\n", "\n", "\n", "#Audio(Y,44100)\n", "\n", "\n", "Audio(result,rate=44100)" ] } ], "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": "3.8.8" } }, "nbformat": 4, "nbformat_minor": 2 }