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@mhamilt
Last active May 17, 2021 15:17
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Python Notebooks for Acoustics and DSP\n",
"\n",
"**by Matthew Hamilton**"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Jupyter Notebook Shortcuts\n",
"\n",
"| Function | macOS | Windows / Noteable |\n",
"| -------------------------- | ---- | ------------ |\n",
"| Run Cells | ⌘+⏎ | CTRL+ENTER |\n",
"| Run Cells and Select Below | ⇧+⏎ | SHIFT+ENTER |\n",
"| Run Cells and Insert Below | ⌥+⏎ | ALT+ENTER |\n",
"| Toggle Line Numbers | ⇧+L | SHIFT+L |\n",
"| New Cell Above | a | a |\n",
"| New Cell Below | b | b |\n",
"| Delete Cell | d d | d d |\n",
"\n",
"## Task\n",
"\n",
"As a demonstration of python notebook functionality, lets _plot the harmonic series of a quare wave along with the summed wave and play it back._\n",
"\n",
"To this we will need a couple of ingredients\n",
"\n",
"- define some parameters\n",
"- plot a single wave\n",
"- plot multiple waves\n",
"- play audio data\n",
"\n",
"### Define Parameters\n",
"\n",
"#### In-built parameters\n",
"\n",
"We can grab a few existing parameters from the standard python `math` library."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from math import sin, tau"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Variables\n",
"\n",
"The rest we will need to define ourselves"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"fs = 44100 # Sampling Rate \n",
"f0 = 100 # Fundamental frequency\n",
"samples_per_period = fs // f0\n",
"delta = tau * f0 / fs"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plots\n",
"\n",
"For plotting we will need a plotting library. `matplotlib` is standard for scientific plotting purposes and very similar to MATLAB's plotting."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Single Plot\n",
"\n",
"First we need to create a single period of a sine wave:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"sine_wave = [sin(delta * i) for i in range(samples_per_period)]\n",
"time_axis = [x / fs for x in range(samples_per_period)]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Then we can plot using `plt` then:\n",
"\n",
"- [`.plot(x, y)`](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.plot.html#matplotlib.pyplot.plot): set what data to plot in the x and y axis\n",
"- annotate plot with [`.title(\"Title\")`](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.title.html#matplotlib.pyplot.title) [`xlabel()`]() and [`ylabel()`]() (optional)\n",
"- [`.rcParams()`](https://matplotlib.org/stable/tutorials/introductory/customizing.html#the-matplotlibrc-file): is used to customise style (optional).\n",
"- [`.legend()`](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.legend.html#matplotlib.pyplot.legend): tell plot to show any labels (optional)\n",
"- [`.show()`](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show): actually show the configured plot."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.plot(time_axis, sine_wave, label=str(f0) + 'Hz')\n",
"plt.legend()\n",
"plt.rcParams[\"figure.figsize\"] = (10,5)\n",
"plt.title(str(f0) + \" Hz Sine Plot\", {'fontsize': 15})\n",
"plt.xlabel(\"Time (seconds)\")\n",
"plt.ylabel(\"Amplitude\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Plotting Harmonics\n",
"\n",
"Same as above except we plot in a loop"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x360 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.rcParams[\"figure.figsize\"] = (10,5)\n",
"harmonic_series = [] # we'll need this for later\n",
"\n",
"for k in range(1, 15, 2):\n",
" fh = f0 * k\n",
" Ak = 2 / fh\n",
" delta = (tau * fh) / fs\n",
" wave = [sin(delta * i) * Ak for i in range(samples_per_period)]\n",
" harmonic_series.append(wave)\n",
" plt.plot(time_axis, wave, label=str(fh)+'Hz')\n",
"\n",
"plt.xlabel(\"Time (seconds)\")\n",
"plt.ylabel(\"Amplitude\")\n",
"plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Plot Square Wave"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x360 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"\n",
"square_wave = np.zeros(samples_per_period)\n",
"\n",
"for harmonic in harmonic_series:\n",
" square_wave += np.array(harmonic)\n",
"\n",
"plt.plot(time_axis, square_wave)\n",
"plt.xlabel(\"Time (seconds)\")\n",
"plt.ylabel(\"Amplitude\")\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Put it Altogether"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x360 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"\n",
"harmonic_series = [] # we'll need this for later\n",
"\n",
"for k in range(1, 15, 2):\n",
" fh = f0 * k\n",
" Ak = 2 / fh\n",
" delta = (tau * fh) / fs\n",
" wave = [sin(delta * i) * Ak for i in range(samples_per_period)]\n",
" harmonic_series.append(wave)\n",
" plt.plot(time_axis, wave, label=str(fh)+'Hz')\n",
"\n",
"square_wave = np.zeros(samples_per_period)\n",
"\n",
"for harmonic in harmonic_series:\n",
" square_wave += np.array(harmonic)\n",
"\n",
"plt.plot(time_axis, square_wave)\n",
"plt.xlabel(\"Time (seconds)\")\n",
"plt.ylabel(\"Amplitude\")\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Audio Playback\n",
"\n",
"For audio playback, we can take advantage of the [`IPython.display.Audio`](https://ipython.readthedocs.io/en/stable/api/generated/IPython.display.html#IPython.display.Audio)."
]
},
{
"cell_type": "code",
"execution_count": 9,
"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": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import IPython.display as ipd\n",
"\n",
"Ts = 2.0 # duration in seconds\n",
"f0 = 440.0 # fundamental frequency\n",
"N = int(fs * Ts) # total number of samples\n",
"\n",
"gain = 0.707 # -3dBFS gain\n",
"\n",
"square_wave = np.zeros(N)\n",
"\n",
"for k in range(1, 11):\n",
" fh = f0 * k\n",
" Ak = (2 * (1 + ((-1)**(k-1)))) / fh\n",
" delta = (tau * fh) / fs\n",
" square_wave += np.array([sin(delta * i) * Ak for i in range(N)])\n",
"\n",
"square_wave *= gain\n",
"\n",
"ipd.Audio(data=square_wave, 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": "3.7.6"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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