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@nwatab
Last active November 10, 2020 04:11
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Comparison log mel spctrogram of librosa and tensorflowI/O
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import librosa\n",
"import numpy as np\n",
"import tensorflow as tf\n",
"import tensorflow_io as tfio\n",
"import matplotlib.pyplot as plt\n",
"\n",
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"def to_uint8(a):\n",
" a = (a - a.min())/(a.max() - a.min())\n",
" a *= 255\n",
" a = a.astype(np.uint8)\n",
" return a"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"sr = 44100\n",
"fmin=0\n",
"fmax=sr // 2\n",
"nfft=2048\n",
"window=2048\n",
"stride=512\n",
"nmels = 256\n",
"eps=1e-6"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/n/work/birdR/machine_learning/.venv/lib/python3.8/site-packages/librosa/core/audio.py:162: UserWarning: PySoundFile failed. Trying audioread instead.\n",
" warnings.warn(\"PySoundFile failed. Trying audioread instead.\")\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Librosa mel spectrogram\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"y, _ = librosa.load('./data/xeno_canto_ja/Identity unknown/559345.mp3', sr=sr)\n",
"S_l = librosa.feature.melspectrogram(y=y, sr=sr, fmin=fmin, fmax=fmax, n_fft=nfft, hop_length=stride, power=1, n_mels=nmels)\n",
"print('Librosa mel spectrogram')\n",
"plt.imshow(to_uint8(S_l))\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"TensorflowIO mel spectrogram\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"spectrogram = tfio.experimental.audio.spectrogram(y, nfft=nfft, window=window, stride=stride)\n",
"S_tf = tfio.experimental.audio.melscale(\n",
" spectrogram, rate=sr, mels=nmels, fmin=fmin, fmax=fmax\n",
")\n",
"S_tf = S_tf.numpy()\n",
"S_tf = S_tf.transpose()\n",
"print('TensorflowIO mel spectrogram')\n",
"plt.imshow(to_uint8(S_tf))\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Librosa log mel spectrogram\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"lS_l = librosa.core.power_to_db(np.square(S_l), amin=eps ** 2)\n",
"print('Librosa log mel spectrogram')\n",
"plt.imshow(to_uint8(lS_l))\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"TensorflowIO log mel spectrogram\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"lS_tf = tfio.experimental.audio.dbscale(S_tf.astype(np.float32) + eps, top_db=80)\n",
"lS_tf = lS_tf.numpy()\n",
"print('TensorflowIO log mel spectrogram')\n",
"plt.imshow(to_uint8(lS_tf))\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"librosa default configuration\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"s = librosa.feature.melspectrogram(y=y, sr=sr, n_mels=nmels)\n",
"s = librosa.core.power_to_db(s)\n",
"print('librosa default configuration')\n",
"plt.imshow(to_uint8(s))\n",
"plt.show()"
]
}
],
"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": "3.8.6"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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