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4_Karplus-Strong-KS-Algorithm.py
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# The Karplus-Strong Algorithm\n",
"\n",
"The Karplus-Strong algorithm is a simple digital feedback loop with an internal buffer of $M$ samples. The buffer is filled with a set of initial values and the loop, when running, produces an arbitrary long output signal. Although elementary, the K-S loop can be used to synthesize interesting musical sounds as we will see in this notebook.\n",
"\n",
"#### Implementation of the K-S loop:"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"def KS_1(x, N):\n",
" # given the initial buffer x, produce a N-sample output\n",
" # by concatenating identical copies of the buffer\n",
" y = x\n",
" while len(y) < N:\n",
" # keep appending until we reach or exceed the required length\n",
" y = np.append(y, x)\n",
" # trim the excess\n",
" y = y[0:N+1]\n",
" return y"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Import necessary Python libraries: "
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import matplotlib\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import IPython"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"plt.rcParams[\"figure.figsize\"] = (14,4)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### We then set the internal \"clock\" of the system, the sampling rate:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"Fs = 16000 # 16 KHz sampling rate"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"With this sampling rate, since the period of the generated signal is equal to the length of the inital buffer, we will be able to compute the fundamental frequency of the resulting sound. For instance, if we init the K-S algorithm with a vector of 50 values, the buffer will fit $16000 / 50 = 320$ times in a second's worth of samples or, in other words, the resulting frequency will be 320Hz, which corresponds roughly to a E4 on a piano.\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
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pWo9V3SRJkmqurLUvZVQss0qa1uKMj6TKqtJeDZJUJte+SAY+kiqqjHx19SYDYGljrn2R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\nQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f0c8c55c320>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"b = np.random.randn(50)\n",
"plt.stem(b);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We then generate a 2-second audio clip:"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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uI7FWxbBW+Yo8H9PG1+u1ahDY8Omjo3MzeubEA7r34D7tvfmm6ELbyW8lE9N7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\nPgAAAABKjw0fAAAAAKX3/wOuNbdghs2AaQAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f0c2016f278>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"y = KS_1(b, Fs * 2)\n",
"\n",
"# we can look at a few periods:\n",
"plt.stem(y[0:500]);"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" <audio controls=\"controls\" >\n",
" <source 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\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\n",
" "
],
"text/plain": [
"<IPython.lib.display.Audio object>"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"IPython.display.Audio(y, rate=Fs)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" <audio controls=\"controls\" >\n",
" <source 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\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\n",
" "
],
"text/plain": [
"<IPython.lib.display.Audio object>"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# We play an octave lower: by just doubling the initial buffer's length\n",
"IPython.display.Audio(KS_1(np.random.rand(100), Fs * 2), rate=Fs)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"From the signal processing point of view, we can describe the system with the following block diagram (we can neglect the factor $\\alpha$ for a moment)\n",
"\n",
"\n",
"\n",
"The output can be expressed as\n",
"$$\n",
" y[n] = x[n] + y[n - M]\n",
"$$\n",
"assuming that the input is the finite-support signal\n",
"$$\n",
"x[n] = \\begin{cases}\n",
" 0 & \\mbox{for $n < 0$} \\\\\n",
" b_n & \\mbox{for $0 \\le n < M$} \\\\\n",
" 0 & \\mbox{for $n \\ge M$}\n",
" \\end{cases}\n",
"$$\n",
"\n",
"We then implement the K-S algorithm as a signal processing loop"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"def KS_2(x, N):\n",
" # length of the input\n",
" M = len(x)\n",
" # prepare the output\n",
" y = np.zeros(N)\n",
" # this is NOT an efficient implementation, but it shows the general principle\n",
" # we assume zero initial conditions (y[n]=0 for n < 0)\n",
" for n in range(0, N):\n",
" y[n] = (x[n] if n < M else 0) + (y[n-M] if n-M >= 0 else 0)\n",
" return y"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
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\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\n",
" "
],
"text/plain": [
"<IPython.lib.display.Audio object>"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"IPython.display.Audio(KS_2(np.random.rand(50), Fs * 2), rate=Fs)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"By looking at block diagram we can see a simple modification that adds a lot of realism to the sound: by setting $\\alpha$ to a value close to but less that one, we can introduce a decay in the note that produces guitar-like sounds:\n",
"$$\n",
" y[n] = x[n] + \\alpha y[n - M]\n",
"$$"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"def KS_3(x, N, alpha = 0.99):\n",
" M = len(x)\n",
" y = np.zeros(N)\n",
" # \n",
" for n in range(0, N):\n",
" y[n] = (x[n] if n < M else 0) + alpha * (y[n-M] if n-M >= 0 else 0)\n",
" return y"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If we now plot the resulting K-S output, we can see the decaying envelope:"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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2FvMdi28yqlvMUfHYrmvXdRriyUkUUggofbPXpkSh7mId3L+AtaubpXnKuGpl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\nRK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f0c1d7020b8>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"y = KS_3(b, Fs * 2)\n",
"plt.stem(y[0:2000]);"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" <audio controls=\"controls\" >\n",
" <source 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type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\n",
" "
],
"text/plain": [
"<IPython.lib.display.Audio object>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"IPython.display.Audio(y, rate=Fs)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Considering the output of a dampened K-S loop; every time the initial buffer goes through the loop, it gets multiplied by $\\alpha$ so that we can write\n",
"$$\n",
" y[n] = \\alpha^{\\lfloor n/M \\rfloor} x[n\\mod M]\n",
"$$\n",
"What that means is that the decay envelope is dependent on both $\\alpha$ *and* $M$ or, in other words, the higher the pitch of the note, the faster its decay. For instance:"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" <audio controls=\"controls\" >\n",
" <source 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\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\n",
" "
],
"text/plain": [
"<IPython.lib.display.Audio object>"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"IPython.display.Audio(KS_3(np.random.rand(50), Fs * 2), rate=Fs)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" <audio controls=\"controls\" >\n",
" <source 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type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\n",
" "
],
"text/plain": [
"<IPython.lib.display.Audio object>"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"IPython.display.Audio(KS_3(np.random.rand(10), Fs * 2), rate=Fs)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We need to compensate so that, if $\\alpha$ is the same, the decay rate is the same. This leads us to the last implementation of the K-S algorithm:"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"def KS(x, N, alpha = 0.99):\n",
" # we will adjust alpha so that all notes have a decay\n",
" # comparable to that of a buf len of 50 samples\n",
" REF_LEN = 50\n",
" M = len(x)\n",
" a = alpha ** (float(M) / REF_LEN)\n",
" y = np.zeros(N)\n",
" # \n",
" for n in range(0, N):\n",
" y[n] = (x[n] if n < M else 0) + a * (y[n-M] if n-M >= 0 else 0)\n",
" return y"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" <audio controls=\"controls\" >\n",
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\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\n",
" "
],
"text/plain": [
"<IPython.lib.display.Audio object>"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"IPython.display.Audio(KS(np.random.rand(50), Fs * 2), rate=Fs)"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" <audio controls=\"controls\" >\n",
" <source 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type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\n",
" "
],
"text/plain": [
"<IPython.lib.display.Audio object>"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"IPython.display.Audio(KS(np.random.rand(10), Fs * 2), rate=Fs)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Playing Music!\n",
"\n",
"Let's now play some cool guitar and, arguably, no guitar chord is as cool as the [opening chord of \"A Hard Day's Night\"](http://en.wikipedia.org/wiki/A_Hard_Day%27s_Night_%28song%29#Opening_chord), by The Beatles.\n",
"\n",
"\n",
"\n",
"Much has been written about the chord (which, in fact, is made up of 2 guitars, one of which a 12-string, a piano and a bass) but to keep things simple, we will accept the most prevalent thesis which states that the notes are $D_3, F_3, G_3, F_4, A_4, C_5$ and $G_5$. To give it a \"wider\" feeling we will add another $D_2$ below. \n",
"\n",
"In Western music, where equal temperament is used, $A_4$ is the reference pitch at a frequency at 440Hz. All other notes can be computed using the formula $f(n) = A4 \\times 2^{n/12}$ where $n$ is the number of half-tones between $A_4$ and the desired note. The exponent $n$ is positive if the note is above $A_4$ and negative otherwise.\n",
"\n",
"\n",
"Each note is generated using a separate Karplus-Strong algorithm. We try to mix the different \"instruments\" by assigning a\n",
"different gain to each note. Also, we sustain Paul's D note on the bass a bit longer by changing the corresponding decay factor."
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"def freq(note):\n",
" # general purpose function to convert a note in standard notation \n",
" # to corresponding frequency\n",
" if len(note) < 2 or len(note) > 3 or \\\n",
" note[0] < 'A' or note[0] > 'G':\n",
" return 0\n",
" if len(note) == 3:\n",
" if note[1] == 'b':\n",
" acc = -1\n",
" elif note[1] == '#':\n",
" acc = 1\n",
" else:\n",
" return 0\n",
" octave = int(note[2])\n",
" else:\n",
" acc = 0\n",
" octave = int(note[1])\n",
" SEMITONES = {'A': 0, 'B': 2, 'C': -9, 'D': -7, 'E': -5, 'F': -4, 'G': -2}\n",
" n = 12 * (octave - 4) + SEMITONES[note[0]] + acc\n",
" f = 440 * (2 ** (float(n) / 12.0))\n",
" #print note, f\n",
" return f\n",
"\n",
"\n",
"def ks_chord(chord, N, alpha):\n",
" y = np.zeros(N)\n",
" # the chord is a dictionary: pitch => gain\n",
" for note, gain in chord.items():\n",
" # create an initial random-filled KS buffer the note\n",
" x = np.random.randn(int(np.round(float(Fs) / freq(note))))\n",
" y = y + gain * KS(x, N, alpha)\n",
" return y "
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
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\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\n",
" "
],
"text/plain": [
"<IPython.lib.display.Audio object>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# A Hard Day's Night's chord\n",
"hdn_chord = {\n",
" 'D2' : 2.2, \n",
" 'D3' : 3.0, \n",
" 'F3' : 1.0, \n",
" 'G3' : 3.2, \n",
" 'F4' : 1.0, \n",
" 'A4' : 1.0, \n",
" 'C5' : 1.0, \n",
" 'G5' : 3.5,\n",
"}\n",
" \n",
"IPython.display.Audio(ks_chord(hdn_chord, Fs * 4, 0.995), rate=Fs)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Close enough, no? (Check [here](https://upload.wikimedia.org/wikipedia/en/c/c4/A_Hard_Day's_Night_opening_chord.ogg)). You can now play around with other famous chords, try for instance the \"Mystic Chord\" by Scriabin, whose notes are $C_3, F^{\\sharp}_3, B^{\\flat}_3, E_4, A_4, D_5$."
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" <audio controls=\"controls\" >\n",
" <source 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\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\n",
" "
],
"text/plain": [
"<IPython.lib.display.Audio object>"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"a = np.random.rand(100)\n",
"b = np.random.rand(80)\n",
"c = np.concatenate((a, a, a, a)) + np.concatenate((b, b, b, b, b))\n",
"\n",
"IPython.display.Audio(KS_1(c, Fs * 2), rate=Fs)"
]
}
],
"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": "3.6.2"
}
},
"nbformat": 4,
"nbformat_minor": 1
}