{
"cells": [
{
"cell_type": "markdown",
"id": "spectrograms-01",
"metadata": {},
"source": [
"# Spectrogram and Filter-Bank Variants\n",
"\n",
"This notebook compares the spectrogram builders and inverse-Mel filter banks exposed by the Python extension.\n",
"\n",
"\n",
"> Run from an environment where the local extension is installed:\n",
">\n",
"> ```bash\n",
"> python -m pip install maturin notebook matplotlib\n",
"> maturin develop\n",
"> jupyter notebook notebooks\n",
"> ```"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "spectrograms-02",
"metadata": {},
"outputs": [],
"source": [
"import math\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import spafe"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "spectrograms-03",
"metadata": {},
"outputs": [],
"source": [
"fs = 16_000\n",
"seconds = 1.0\n",
"signal = [\n",
" 0.6 * math.sin(2.0 * math.pi * 440.0 * n / fs)\n",
" + 0.4 * math.sin(2.0 * math.pi * 1760.0 * n / fs)\n",
" for n in range(int(fs * seconds))\n",
"]\n",
"opts = spafe.FeatureOptions(fs=fs, nfft=512, nfilts=32, win_hop=0.015)\n",
"filter_opts = spafe.FilterBankOptions(nfilts=32, nfft=512, fs=fs, high_freq=8_000.0)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "spectrograms-04",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'Mel': (66, 32), 'Linear': (66, 32), 'Bark': (66, 32), 'ERB': (66, 32)}"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"spectrograms = {\n",
" \"Mel\": spafe.mel_spectrogram(signal, opts).features,\n",
" \"Linear\": spafe.linear_spectrogram(signal, opts).features,\n",
" \"Bark\": spafe.bark_spectrogram(signal, opts).features,\n",
" \"ERB\": spafe.erb_spectrogram(signal, opts).features,\n",
"}\n",
"{name: (len(matrix), len(matrix[0])) for name, matrix in spectrograms.items()}"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "spectrograms-05",
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
"<Figure size 1400x800 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axes = plt.subplots(2, 2, figsize=(14, 8), constrained_layout=True)\n",
"for ax, (name, matrix) in zip(axes.ravel(), spectrograms.items()):\n",
" image = ax.imshow(matrix, aspect=\"auto\", origin=\"lower\", cmap=\"magma\")\n",
" ax.set_title(f\"{name} spectrogram\")\n",
" ax.set_xlabel(\"Filter\")\n",
" ax.set_ylabel(\"Frame\")\n",
" fig.colorbar(image, ax=ax, shrink=0.8)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "spectrograms-06",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1400x450 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Mel centers: [86.061, 172.123, 258.184, 344.245, 430.307]\n",
"Inverse Mel centers: [2832.804, 2824.96, 2816.432, 2807.155, 2797.054]\n"
]
}
],
"source": [
"mel, mel_centers = spafe.mel_filter_banks(filter_opts)\n",
"inverse_mel, inverse_centers = spafe.inverse_mel_filter_banks(filter_opts)\n",
"freqs = [\n",
" idx * filter_opts.fs / filter_opts.nfft for idx in range(filter_opts.nfft // 2 + 1)\n",
"]\n",
"\n",
"fig, axes = plt.subplots(1, 2, figsize=(14, 4.5), constrained_layout=True)\n",
"for row in mel:\n",
" axes[0].plot(freqs, row, linewidth=0.9)\n",
"for row in inverse_mel:\n",
" axes[1].plot(freqs, row, linewidth=0.9)\n",
"axes[0].set_title(\"Mel filter banks\")\n",
"axes[1].set_title(\"Inverse Mel filter banks\")\n",
"for ax in axes:\n",
" ax.set_xlabel(\"Frequency (Hz)\")\n",
" ax.set_ylabel(\"Weight\")\n",
" ax.grid(True, alpha=0.25)\n",
"plt.show()\n",
"print(\"Mel centers:\", [round(value, 3) for value in mel_centers[:5]])\n",
"print(\"Inverse Mel centers:\", [round(value, 3) for value in inverse_centers[:5]])"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "a309a25c-dfc1-40fd-946c-612ae55f0bd6",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.13.2"
}
},
"nbformat": 4,
"nbformat_minor": 5
}