TTS/notebooks/dataset_analysis/CheckSpectrograms.ipynb

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{
"cells": [
{
"cell_type": "code",
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"source": [
"%matplotlib inline\n",
"from tts.utils.audio import AudioProcessor\n",
"from tts.tts.utils.visual import plot_spectrogram\n",
"from tts.utils.io import load_config\n",
"import glob "
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"Collapsed": "false"
},
"outputs": [],
"source": [
"config_path = \"/home/erogol/Projects/TTS/tts/tts/config_thorsten_de.json\"\n",
"data_path = \"/home/erogol/Data/thorsten-german/\"\n",
"file_paths = glob.glob(data_path + \"/**/*.wav\", recursive=True)\n",
"CONFIG = load_config(config_path)"
]
},
{
"cell_type": "markdown",
"metadata": {
"Collapsed": "false"
},
"source": [
"### Setup Audio Processor\n",
"Play with the AP parameters until you find a good fit with the synthesis speech below. "
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {
"Collapsed": "false"
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"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" > Setting up Audio Processor...\n",
" | > sample_rate:22050\n",
" | > num_mels:80\n",
" | > min_level_db:-100\n",
" | > frame_shift_ms:None\n",
" | > frame_length_ms:None\n",
" | > ref_level_db:20\n",
" | > fft_size:1024\n",
" | > power:1.5\n",
" | > preemphasis:0.0\n",
" | > griffin_lim_iters:60\n",
" | > signal_norm:True\n",
" | > symmetric_norm:True\n",
" | > mel_fmin:0\n",
" | > mel_fmax:8000.0\n",
" | > spec_gain:1.0\n",
" | > stft_pad_mode:reflect\n",
" | > max_norm:4.0\n",
" | > clip_norm:True\n",
" | > do_trim_silence:True\n",
" | > trim_db:60\n",
" | > do_sound_norm:True\n",
" | > stats_path:None\n",
" | > hop_length:256\n",
" | > win_length:1024\n"
]
}
],
"source": [
"# audio={\n",
"# 'audio_processor': 'audio',\n",
"# 'num_mels': 80, # In general, you don'tneed to change it \n",
"# 'fft_size': 1024, # In general, you don'tneed to change it \n",
"# 'sample_rate': 22050, # It depends to the sample rate of the dataset.\n",
"# 'hop_length': 256, # In general, you don'tneed to change it \n",
"# 'win_length': 1024, # In general, you don'tneed to change it \n",
"# 'preemphasis': 0.98, # In general, 0 gives better voice recovery but makes traning harder. If your model does not train, try 0.97 - 0.99.\n",
"# 'min_level_db': -100,\n",
"# 'ref_level_db': 20, # It is the base DB, higher until you remove the background noise in the spectrogram and then lower until you hear a better speech below.\n",
"# 'power': 1.5, # Change this value and listen the synthesized voice. 1.2 - 1.5 are some resonable values.\n",
"# 'griffin_lim_iters': 60, # It does not give any imporvement for values > 60\n",
"# 'signal_norm': True, # This is more about your model. It does not give any change for the synthsis performance.\n",
"# 'symmetric_norm': False, # Same as above\n",
"# 'max_norm': 1, # Same as above\n",
"# 'clip_norm': True, # Same as above\n",
"# 'mel_fmin': 0.0, # You can play with this and check mel-spectrogram based voice synthesis below.\n",
"# 'mel_fmax': 8000.0, # You can play with this and check mel-spectrogram based voice synthesis below.\n",
"# 'do_trim_silence': True} # If you dataset has some silience at the beginning or end, this trims it. Check the AP.load_wav() below,if it causes any difference for the loaded audio file.\n",
"\n",
"AP = AudioProcessor(**CONFIG.audio);"
]
},
{
"cell_type": "markdown",
"metadata": {
"Collapsed": "false"
},
"source": [
"### Check audio loading "
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {
"Collapsed": "false"
},
"outputs": [
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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": [
"wav = AP.load_wav(file_paths[10])\n",
"ipd.Audio(data=wav, rate=AP.sample_rate) "
]
},
{
"cell_type": "markdown",
"metadata": {
"Collapsed": "false"
},
"source": [
"### Generate Mel-Spectrogram and Re-synthesis with GL"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [],
"source": [
"AP.power = 1.0"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {
"Collapsed": "false"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Max: 2.4340844\n",
"Min: 2.0181823\n",
"Mean: 2.2137265\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>"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mel = AP.melspectrogram(wav)\n",
"print(\"Max:\", mel.max())\n",
"print(\"Min:\", mel.min())\n",
"print(\"Mean:\", mel.mean())\n",
"plot_spectrogram(mel.T, AP);\n",
"\n",
"wav_gen = AP.inv_melspectrogram(mel)\n",
"ipd.Audio(wav_gen, rate=AP.sample_rate)"
]
},
{
"cell_type": "markdown",
"metadata": {
"Collapsed": "false"
},
"source": [
"### Generate Linear-Spectrogram and Re-synthesis with GL"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {
"Collapsed": "false"
},
"outputs": [
{
"ename": "RuntimeError",
"evalue": " [!] Mean-Var stats does not match the given feature dimensions.",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mRuntimeError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-18-91e8914b5c6a>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mspec\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mAP\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mspectrogram\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mwav\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Max:\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mspec\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Min:\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mspec\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Mean:\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mspec\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmean\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mplot_spectrogram\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mspec\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mT\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mAP\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m;\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/Projects/TTS/tts/utils/audio.py\u001b[0m in \u001b[0;36mspectrogram\u001b[0;34m(self, y)\u001b[0m\n\u001b[1;32m 218\u001b[0m \u001b[0mD\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_stft\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0my\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 219\u001b[0m \u001b[0mS\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_amp_to_db\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mabs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mD\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 220\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnormalize\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mS\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 221\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 222\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mmelspectrogram\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/Projects/TTS/tts/utils/audio.py\u001b[0m in \u001b[0;36mnormalize\u001b[0;34m(self, S)\u001b[0m\n\u001b[1;32m 117\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlinear_scaler\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mS\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mT\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mT\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 118\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 119\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mRuntimeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m' [!] Mean-Var stats does not match the given feature dimensions.'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 120\u001b[0m \u001b[0;31m# range normalization\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 121\u001b[0m \u001b[0mS\u001b[0m \u001b[0;34m-=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mref_level_db\u001b[0m \u001b[0;31m# discard certain range of DB assuming it is air noise\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mRuntimeError\u001b[0m: [!] Mean-Var stats does not match the given feature dimensions."
]
}
],
"source": [
"spec = AP.spectrogram(wav)\n",
"print(\"Max:\", spec.max())\n",
"print(\"Min:\", spec.min())\n",
"print(\"Mean:\", spec.mean())\n",
"plot_spectrogram(spec.T, AP);\n",
"\n",
"wav_gen = AP.inv_spectrogram(spec)\n",
"ipd.Audio(wav_gen, rate=AP.sample_rate)"
]
},
{
"cell_type": "markdown",
"metadata": {
"Collapsed": "false"
},
"source": [
"### Compare values for a certain parameter\n",
"\n",
"Optimize your parameters by comparing different values per parameter at a time."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"Collapsed": "false"
},
"outputs": [],
"source": [
"audio={\n",
" 'audio_processor': 'audio',\n",
" 'num_mels': 80, # In general, you don'tneed to change it \n",
" 'num_freq': 1025, # In general, you don'tneed to change it \n",
" 'sample_rate': 22050, # It depends to the sample rate of the dataset.\n",
" 'frame_length_ms': 50, # In general, you don'tneed to change it \n",
" 'frame_shift_ms': 12.5, # In general, you don'tneed to change it \n",
" 'preemphasis': 0.98, # In general, 0 gives better voice recovery but makes traning harder. If your model does not train, try 0.97 - 0.99.\n",
" 'min_level_db': -100,\n",
" 'ref_level_db': 20, # It is the base DB, higher until you remove the background noise in the spectrogram and then lower until you hear a better speech below.\n",
" 'power': 1.5, # Change this value and listen the synthesized voice. 1.2 - 1.5 are some resonable values.\n",
" 'griffin_lim_iters': 60, # It does not give any imporvement for values > 60\n",
" 'signal_norm': True, # This is more about your model. It does not give any change for the synthsis performance.\n",
" 'symmetric_norm': False, # Same as above\n",
" 'max_norm': 1, # Same as above\n",
" 'clip_norm': True, # Same as above\n",
" 'mel_fmin': 0.0, # You can play with this and check mel-spectrogram based voice synthesis below.\n",
" 'mel_fmax': 8000.0, # You can play with this and check mel-spectrogram based voice synthesis below.\n",
" 'do_trim_silence': True} # If you dataset has some silience at the beginning or end, this trims it. Check the AP.load_wav() below,if it causes any difference for the loaded audio file.\n",
"\n",
"AP = AudioProcessor(**audio);"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"Collapsed": "false"
},
"outputs": [],
"source": [
"from librosa import display\n",
"from matplotlib import pylab as plt\n",
"import IPython\n",
"plt.rcParams['figure.figsize'] = (20.0, 16.0)\n",
"\n",
"def compare_values(attribute, values, file):\n",
" \"\"\"\n",
" attributes (str): the names of the attribute you like to test.\n",
" values (list): list of values to compare.\n",
" file (str): file name to perform the tests.\n",
" \"\"\"\n",
" wavs = []\n",
" for idx, val in enumerate(values):\n",
" set_val_cmd = \"AP.{}={}\".format(attribute, val)\n",
" exec(set_val_cmd)\n",
" wav = AP.load_wav(file)\n",
" spec = AP.spectrogram(wav)\n",
" spec_norm = AP.denormalize(spec.T)\n",
" plt.subplot(len(values), 2, 2*idx + 1)\n",
" plt.imshow(spec_norm.T, aspect=\"auto\", origin=\"lower\")\n",
" # plt.colorbar()\n",
" plt.tight_layout()\n",
" wav_gen = AP.inv_spectrogram(spec)\n",
" wavs.append(wav_gen)\n",
" plt.subplot(len(values), 2, 2*idx + 2)\n",
" display.waveplot(wav, alpha=0.5)\n",
" display.waveplot(wav_gen, alpha=0.25)\n",
" plt.title(\"{}={}\".format(attribute, val))\n",
" plt.tight_layout()\n",
" \n",
" wav = AP.load_wav(file)\n",
" print(\" > Ground-truth\")\n",
" IPython.display.display(IPython.display.Audio(wav, rate=AP.sample_rate))\n",
" \n",
" for idx, wav_gen in enumerate(wavs):\n",
" val = values[idx]\n",
" print(\" > {} = {}\".format(attribute, val))\n",
" IPython.display.display(IPython.display.Audio(wav_gen, rate=AP.sample_rate))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"Collapsed": "false"
},
"outputs": [],
"source": [
"compare_values(\"preemphasis\", [0, 0.5, 0.97, 0.98, 0.99], file_paths[10])"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"Collapsed": "false"
},
"outputs": [],
"source": [
"compare_values(\"ref_level_db\", [10, 15, 20, 25, 30, 35, 40], file_paths[10])"
]
}
],
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