notebooks
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"- `min_valid_minutes`: minimum validation in minutes. Validation is automatically selected from training set. (exclusive users).\n",
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"- `matching_function`: there are two types of mapping functions.\n",
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" - `one_to_one` : In this one clean file will only have one corresponding noisy file. For example Valentini datasets\n",
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" - `one_to_many` : In this one clean file will only have one corresponding noisy file. For example DNS dataset.\n"
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" - `one_to_many` : In this one clean file will only have one corresponding noisy file. For example MS-SNSD dataset.\n"
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]
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},
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{
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"source": [
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"Now there are two types of `matching_function`\n",
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"- `one_to_one` : In this one clean file will only have one corresponding noisy file. For example Valentini datasets\n",
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"- `one_to_many` : In this one clean file will only have one corresponding noisy file. For example DNS dataset."
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"- `one_to_many` : In this one clean file will only have one corresponding noisy file. For example MS-SNSD dataset."
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]
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},
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{
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"metadata": {},
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"source": [
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"### TL;DR\n",
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"Calling the following command would train mayavoz Demucs model on DNS-2020 dataset.\n",
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"Calling the following command would train mayavoz Demucs model on MS-SNSD dataset.\n",
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"\n",
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"```bash\n",
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"mayavoz-train \\\n",
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"mayavoz-train --cfg job \\\n",
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" model=Demucs \\\n",
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" Demucs.sampling_rate=16000 \\\n",
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" dataset=DNS-2020\n",
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" dataset=MS-SNSD\n",
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"\n",
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"```\n",
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"\n",
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"```bash\n",
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"mayavoz-train \\\n",
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" model=Demucs model.sampling_rate=16000 \\\n",
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" dataset=DNS-2020\n",
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" dataset=MS-SNSD\n",
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"\n",
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"```"
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]
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],
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"metadata": {
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"kernelspec": {
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"display_name": "enhancer",
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"display_name": "Python 3.8.13 ('enhancer')",
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"language": "python",
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"name": "enhancer"
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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