ADSP_03_Non-Uniform_Quantization.ipynb

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    "<p align=\"center\">\n",
    "    <img src=\"./images/adsp_logo.png\">\n",
    "</p>\n",
    "\n",
    "### Prof. Dr. -Ing. Gerald Schuller <br> Jupyter Notebook: Renato Profeta\n"
   ]
  },
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   "source": [
    "# Companding"
   ]
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    "%%html\n",
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    "This is a scheme to make the SNR less dependent on the signal size.\n",
    "\n",
    "This is a synonym for compression and expanding. Uniform quantization can be seen as a quantization value which is constant on the absolute scale. Non-uniform quantization, using companding, can be seen as having step sizes which stay constant relative to the amplitude, their step size grows with the amplitude.\n",
    "    \n",
    "We obtain this non-uniform quantization by first applying a non-linear function to the signal (to boost small values), and then apply a uniform quantizer. On the decoding side we first apply the de-quantizer, and then the inverse non-linear function (we reduce small values again to restore their original size).\n",
    "\n",
    "<center>\n",
    "    <img src=\"./images/companding_block.png\" width=\"500\">\n",
    "</center>"
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   "source": [
    "The range of (index) values is compressed, smaller values become larger, large values don't grow as fast. The following functions are standardized as “$\\mu$-Law” and “A-Law”:\n",
    "\n",
    "<center>\n",
    "    <img src=\"./images/mu_law.png\" width=\"600\">\n",
    "    <img src=\"./images/mu_law_graph.png\" width=\"600\">\n",
    "</center>\n",
    "<font size=\"2\">      \n",
    " (From: http://www.dspguide.com/ch22/5.htm)\n",
    "</font>\n",
    "\n",
    "This “**compression**” function is applied **before a uniform quantizer** in the **encoder**. In the decoder, after uniform reverse quantisation, the inverse function is applied, turning y back into x.\n",
    "\n",
    "Observe that these equations assume that we first normalize our signal and keep its sign separate."
   ]
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  {
   "cell_type": "code",
   "execution_count": 2,
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   "source": [
    "%%html\n",
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   "source": [
    "**Example:** For $\\mu=255$ (which is used in the standard) and an $x$ with a maximum amplitude  of A, hence $-A \\leq x \\leq A$ we obtain:\n",
    "\n",
    "$$ \\large\n",
    "y=sign(x) \\cdot {\\frac{\\ln \\left(1+255 \\cdot \\left| \\left( \\dfrac{x}{A}\\right) \\right| \\right)}  {ln(1+255)} }$$\n",
    "\n",
    "In the example of 8-bit mu-law PCM the quantization **index** is then (for a Mid-Tread quantizer following this compression function):\n",
    "\n",
    "$$\\large\n",
    "index=round\\left( \\dfrac{y}{\\Delta} \\right)$$\n",
    "\n",
    "Here, y has the range of -1,...,+1. Hence the quantization step size for 8 bits is:\n",
    "\n",
    "$$\\large\n",
    "\\Delta=\\dfrac{(1-(-1))}{ 2^8 }=\\dfrac{2}{ 2^8 }=\\dfrac{1}{2^{ 7 }}$$ \n",
    "\n",
    "The index is then encoded as an 8 bit **codeword**.\n",
    "\n",
    "In the **decoder** we compute the de-quantized y from a Mid-Tread de-quantizer, including its sign from the index, \n",
    "\n",
    "$$y_{rek}=index \\cdot q$$\n",
    "\n",
    "and we compute the inverse compression function, the “**expanding**” function (hence the name “**companding**”)\n",
    "We obtain the inverse through the following steps,\n",
    "\n",
    "$$ \\large\n",
    "\\mid{(y)}\\mid= {\\frac{\\ln \\left(1+255 \\cdot \\left| \\left( \\frac{x}{A}\\right)\\right|\\right)}  {\\ln(1+255)} }\n",
    "$$\n",
    "\n",
    "$$ \\large\n",
    "\\mid y\\mid \\cdot \\ln(256)= \\ln \\left(1+ 255 \\cdot \\left| \\frac{x}{A} \\right|\\right)$$\n",
    "\n",
    "$$ \\large\n",
    "\\rightarrow e^{   \\ln(256) \\cdot \\mid y\\mid}=e^{1+255 \\cdot \\frac{\\mid x\\mid}{A}}\n",
    "$$\n",
    "\n",
    "$$ \\large\n",
    "\\rightarrow \\frac{(256^{\\mid y \\mid} -1)}{255 } \\cdot A = \\mid{ x}\\mid \n",
    "$$\n",
    "\n",
    "$$ \\large\n",
    "\\rightarrow x= sign(y) \\frac{(256^{\\mid y \\mid}-1)} {255 } \\cdot A\n",
    "$$\n",
    "\n",
    "\n",
    "(in the decoder we replace $y$ by $y_{rek}$ and $x$ by $x_{rek}$). This x is now our **de-quantized** value or signal.\n",
    "\n",
    "Observe that with this companding, the effective quantization step size remains approximately constant **relative** to the **signal amplitude**. Large signal components have large effective step sizes and hence larger quantization errors, small signals have smaller effective quantisation step sizes and hence smaller quantisation errors. In this way we get a more or less **constant SNR** over a wide range of **signal amplitudes**.\n",
    "\n",
    "**Important point to remember:** this approach is **identical** to having **non-uniform quantization** step sizes, smaller step sizes at smaller signal values, and larger step sizes at larger signal values. The compression and expanding of the signal makes the uniform step sizes “look” relatively smaller to the signal, it has more quantization steps to cover. And this has the same effect as a smaller signal with smaller quantization steps."
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   "source": [
    "## Python Example"
   ]
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   "execution_count": 3,
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    "%%html\n",
    "<iframe width=\"560\" height=\"315\" src=\"https://www.youtube.com/embed/P1M7H06RgCs\" frameborder=\"0\" allow=\"accelerometer; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen></iframe>"
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   "source": [
    "# Imports\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
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   "source": [
    "# Signal Processing Parameters\n",
    "Fs = 32000   # Sampling frequency\n",
    "T=1/Fs       # Sampling Time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "slideshow": {
     "slide_type": "-"
    }
   },
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   "source": [
    "# Input Signal\n",
    "A=1\n",
    "freq=500\n",
    "n_period=2\n",
    "period=np.round((1/freq)*n_period*Fs).astype(int)\n",
    "t = np.arange(Fs+1)*T # Time vector\n",
    "sinewave = A*np.sin(2*np.pi*freq*t)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "slideshow": {
     "slide_type": "-"
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   "source": [
    "# Quantization and De-quantization\n",
    "N=4\n",
    "stepsize=(1.0-(-1.0))/(2**N)\n",
    "#Compression\n",
    "y=np.sign(sinewave)*(np.log(1+255*np.abs(sinewave)))/np.log(256)\n",
    "\n",
    "#Encode\n",
    "sinewave_quant_rise_ind=np.floor(y/stepsize)\n",
    "sinewave_quant_tread_ind=np.round(y/stepsize)\n",
    "#Decode\n",
    "sinewave_quant_rise_rec=sinewave_quant_rise_ind*stepsize+stepsize/2\n",
    "sinewave_quant_tread_rec=sinewave_quant_tread_ind*stepsize\n",
    "                     \n",
    "#Expansion\n",
    "sinewave_quant_rise_rec=np.sign(sinewave_quant_rise_rec)*(np.exp(np.log(256)*np.abs(sinewave_quant_rise_rec))-1)/255\n",
    "sinewave_quant_tread_rec=np.sign(sinewave_quant_tread_rec)*(np.exp(np.log(256)*np.abs(sinewave_quant_tread_rec))-1)/255        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "slideshow": {
     "slide_type": "-"
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   "outputs": [],
   "source": [
    "# Shape for plotting\n",
    "t_quant=np.delete(np.repeat(t[:period+1],2),-1)\n",
    "sinewave_quant_rise_rec_plot=np.delete(np.repeat(sinewave_quant_rise_rec[:period+1],2),0)\n",
    "sinewave_quant_tread_rec_plot=np.delete(np.repeat(sinewave_quant_tread_rec[:period+1],2),0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "slideshow": {
     "slide_type": "-"
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   "outputs": [],
   "source": [
    "# Quantization Error\n",
    "quant_error_tread=sinewave_quant_tread_rec-sinewave\n",
    "quant_error_rise=sinewave_quant_rise_rec-sinewave"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
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     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Amplitude')"
      ]
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     "execution_count": 10,
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     "output_type": "execute_result"
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\n",
      "text/plain": [
       "<Figure size 864x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot\n",
    "plt.figure(figsize=(12,8))\n",
    "plt.plot(t[:period+1],sinewave[:period+1], label='Original Signal')\n",
    "plt.plot(t_quant,sinewave_quant_rise_rec_plot, label='Quantized Signal (Mid-Rise)')\n",
    "plt.plot(t_quant,sinewave_quant_tread_rec_plot, label='Quantized Signal (Mid-Tread)')\n",
    "plt.title('Orignal and Quantized Signals', fontsize=18)\n",
    "plt.xlabel('Time [s]')\n",
    "plt.ylabel('Amplitude')\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "plt.figure(figsize=(12,8))\n",
    "plt.plot(t[:period+1],quant_error_tread[:period+1], label='Quantization Error')\n",
    "plt.grid()\n",
    "plt.title('Quantization Error (Mid-Tread)', fontsize=18)\n",
    "plt.xlabel('Time [s]')\n",
    "plt.ylabel('Amplitude')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Orignal Signal\n"
     ]
    },
    {
     "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>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Quantized Signal (Mid-Tread)\n"
     ]
    },
    {
     "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>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Quantized Signal (Mid-Rise)\n"
     ]
    },
    {
     "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>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Quantization Error (Mid-Tread)\n"
     ]
    },
    {
     "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>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Quantization Error (Mid-Rise)\n"
     ]
    },
    {
     "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>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Listen to Audio\n",
    "import IPython.display as ipd\n",
    "print('Orignal Signal')\n",
    "ipd.display(ipd.Audio(sinewave, rate=Fs))\n",
    "print('Quantized Signal (Mid-Tread)')\n",
    "ipd.display(ipd.Audio(sinewave_quant_tread_rec, rate=Fs))\n",
    "print('Quantized Signal (Mid-Rise)')\n",
    "ipd.display(ipd.Audio(sinewave_quant_rise_rec, rate=Fs))\n",
    "print('Quantization Error (Mid-Tread)')\n",
    "ipd.display(ipd.Audio(quant_error_tread, rate=Fs))\n",
    "print('Quantization Error (Mid-Rise)')\n",
    "ipd.display(ipd.Audio(quant_error_rise, rate=Fs))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "        <script type=\"text/javascript\">\n",
       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
       "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
       "        if (typeof require !== 'undefined') {\n",
       "        require.undef(\"plotly\");\n",
       "        requirejs.config({\n",
       "            paths: {\n",
       "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
       "            }\n",
       "        });\n",
       "        require(['plotly'], function(Plotly) {\n",
       "            window._Plotly = Plotly;\n",
       "        });\n",
       "        }\n",
       "        </script>\n",
       "        "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Imports\n",
    "from scipy.fftpack import fft\n",
    "import plotly.offline\n",
    "import plotly.tools as tls\n",
    "import plotly.plotly as py\n",
    "\n",
    "# Configurations\n",
    "plotly.offline.init_notebook_mode(connected=True)\n",
    "import warnings; warnings.simplefilter('ignore')\n",
    "\n",
    "# Signal Processing Parameters\n",
    "NFFT=2**10\n",
    "#Frequency Analysis\n",
    "freqs = np.fft.fftfreq(NFFT, d=T) # Frequency bins\n",
    "original_fft=fft(sinewave, n=NFFT)\n",
    "original_fft/=np.abs(original_fft).max()\n",
    "quantized_tread_fft=fft(sinewave_quant_tread_rec, n=NFFT)\n",
    "quantized_tread_fft/=np.abs(quantized_tread_fft).max()\n",
    "quantized_rise_fft=fft(sinewave_quant_rise_rec, n=NFFT)\n",
    "quantized_rise_fft/=np.abs(quantized_rise_fft).max()\n",
    "\n",
    "# Plot\n",
    "fig=plt.figure(figsize=(12,8))\n",
    "plt.plot(freqs[0:NFFT//2],20*np.log10(np.abs(quantized_rise_fft[0:NFFT//2]).clip(min=1e-5)), label='Quantized Mid-Rise')\n",
    "plt.plot(freqs[0:NFFT//2],20*np.log10(np.abs(quantized_tread_fft[0:NFFT//2]).clip(min=1e-5)), label='Quantized Mid-Tread')\n",
    "plt.plot(freqs[0:NFFT//2],20*np.log10(np.abs(original_fft[0:NFFT//2]).clip(min=1e-5)), label='Original')\n",
    "plt.grid()\n",
    "plt.title('Original vs. Quantized Signal Spectrum')\n",
    "plt.ylabel('Magnitude Normalized')\n",
    "plt.xlabel('Frequency [Hz]')\n",
    "plt.legend();\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
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   "source": [
    "## Real-time $\\mu$-Law Quantization Python Example"
   ]
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    "\"\"\"\n",
    "PyAudio Example: Make a quantization between input and output \n",
    "(i.e., record a few samples, quatize them with a mid-tread or \n",
    "mid-rise quantizer, and play them back immediately).\n",
    "Using block-wise processing instead of a for loop\n",
    "Gerald Schuller, Octtober 2014\n",
    "\n",
    "Modified to Jupyter Notebook by Renato Profeta, October 2019\n",
    "\"\"\"\n",
    "# Imports\n",
    "import pyaudio\n",
    "import struct\n",
    "import numpy as np\n",
    "from ipywidgets import ToggleButton, Dropdown, Button, BoundedIntText, Label\n",
    "from ipywidgets import HBox, interact, Checkbox\n",
    "import threading\n",
    "\n",
    "# Parameters\n",
    "CHUNK = 5000 #Blocksize\n",
    "FORMAT = pyaudio.paInt16 #conversion format for PyAudio stream\n",
    "CHANNELS = 1 \n",
    "RATE = 32000  #Sampling Rate in Hz\n",
    "\n",
    "\n",
    "# Quantization Bit-Depth\n",
    "N=8\n",
    "quant_type='Mid-Tread'\n",
    "muLawOn=False\n",
    "\n",
    "# Quantization Application\n",
    "def quantization_example(toggle_run):\n",
    "    global N, quant_type, muLaw\n",
    "    while(True):\n",
    "        if toggle_run.value==True:\n",
    "            break\n",
    "        #Reading from audio input stream into data with block length \"CHUNK\":\n",
    "        data_stream = stream.read(CHUNK)\n",
    "        #Convert from stream of bytes to a list of short integers\n",
    "        #(2 bytes here) in \"samples\":\n",
    "        shorts = (struct.unpack( 'h' * CHUNK, data_stream ));\n",
    "        samples=np.array(list(shorts),dtype=float)\n",
    "\n",
    "        #start block-wise signal processing:\n",
    "        \n",
    "        #Normalize\n",
    "        samples/=2**15\n",
    "        \n",
    "        # Compression\n",
    "        if muLawOn:\n",
    "            samples=np.sign(samples)*(np.log(1+255*np.abs(samples)))/np.log(256)\n",
    "        \n",
    "        # Quantization Steps\n",
    "        q=((1-(-1))/(2**N))\n",
    "        \n",
    "        if quant_type=='Mid-Tread':\n",
    "            #Mid Tread quantization:\n",
    "            indices=np.round(samples/q)\n",
    "            #de-quantization:\n",
    "            samples=indices*q\n",
    "        else:\n",
    "            #Mid -Rise quantizer:\n",
    "            indices=np.floor(samples/q)\n",
    "            #de-quantization:\n",
    "            samples=(indices*q+q/2)\n",
    "            #end signal processing\n",
    "        \n",
    "        # Expansion\n",
    "        if muLawOn:\n",
    "            samples=np.sign(samples)*(np.exp(np.log(256)*np.abs(samples))-1)/255\n",
    "        \n",
    "        # Back to 2**15\n",
    "        samples*=2**15\n",
    "        \n",
    "        #converting from short integers to a stream of bytes in \"data\":\n",
    "        #play out samples:\n",
    "        samples=np.clip(samples, -32000,32000)\n",
    "        samples=samples.astype(int)\n",
    "        data=struct.pack('h' * len(samples), *samples);\n",
    "        #Writing data back to audio output stream: \n",
    "        stream.write(data, CHUNK)\n",
    "\n",
    "# GUI\n",
    "toggle_run = ToggleButton(description='Stop')\n",
    "button_start = Button(description='Start')\n",
    "dropdown_type = Dropdown(\n",
    "    options=['Mid-Tread', 'Mid-Rise'],\n",
    "    value='Mid-Tread',\n",
    "    description='Quantization Type:',\n",
    "    disabled=False,\n",
    ")\n",
    "bitdepth_int = BoundedIntText(\n",
    "    value=8,\n",
    "    min=2,\n",
    "    max=16,\n",
    "    step=1,\n",
    "    description='Bit-Depth:',\n",
    "    disabled=False\n",
    ")\n",
    "box_muLaw = Checkbox(False, description='$\\mu$-Law')\n",
    "\n",
    "\n",
    "def start_button(button_start):\n",
    "    thread.start()\n",
    "    button_start.disabled=True\n",
    "button_start.on_click(start_button)\n",
    "\n",
    "\n",
    "def on_click_toggle_run(change):\n",
    "    if change['new']==False:\n",
    "        stream.stop_stream()\n",
    "        stream.close()\n",
    "        p.terminate()\n",
    "        plt.close()\n",
    "toggle_run.observe(on_click_toggle_run, 'value')\n",
    "\n",
    "def inttext_bitdepth_changed(bitdepth_int):\n",
    "    global N, q\n",
    "    if bitdepth_int['new']: \n",
    "        N=bitdepth_int['new']\n",
    "bitdepth_int.observe(inttext_bitdepth_changed, names='value')\n",
    "\n",
    "def dropdown_type_changed(dropdown_type):\n",
    "    global quant_type\n",
    "    if dropdown_type['new']:\n",
    "        quant_type=dropdown_type['new']\n",
    "dropdown_type.observe(dropdown_type_changed, names='value')\n",
    "\n",
    "def box_muLaw_changed(box_muLaw):\n",
    "    global muLawOn\n",
    "    if box_muLaw['new']: \n",
    "        muLawOn=True\n",
    "    else:\n",
    "        muLawOn=False       \n",
    "box_muLaw.observe(box_muLaw_changed, names='value')\n",
    "\n",
    "box_buttons = HBox([button_start,toggle_run,box_muLaw])\n",
    "box_controls = HBox([bitdepth_int])\n",
    "box_quant = HBox([dropdown_type])\n",
    "\n",
    "# Create a Thread for run_spectrogram function\n",
    "thread = threading.Thread(target=quantization_example, args=(toggle_run,))\n",
    "\n",
    "# Start Audio Stream\n",
    "# Create \n",
    "p = pyaudio.PyAudio()\n",
    "    \n",
    "stream = p.open(format=FORMAT,\n",
    "                channels=CHANNELS,\n",
    "                rate=RATE,\n",
    "                input=True,\n",
    "                output=True,\n",
    "                frames_per_buffer=CHUNK)\n",
    "\n",
    "\n",
    "\n",
    "input_data = stream.read(CHUNK)\n",
    "samples = np.frombuffer(input_data,np.int16)\n",
    "\n",
    "display(box_buttons)\n",
    "display(box_controls)\n",
    "display(box_quant)"
   ]
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