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notebooks/Custom_model_training.ipynb
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"- `min_valid_minutes`: minimum validation in minutes. Validation is automatically selected from training set. (exclusive users).\n", "- `min_valid_minutes`: minimum validation in minutes. Validation is automatically selected from training set. (exclusive users).\n",
"- `matching_function`: there are two types of mapping functions.\n", "- `matching_function`: there are two types of mapping functions.\n",
" - `one_to_one` : In this one clean file will only have one corresponding noisy file. For example Valentini datasets\n", " - `one_to_one` : In this one clean file will only have one corresponding noisy file. For example Valentini datasets\n",
" - `one_to_many` : In this one clean file will only have one corresponding noisy file. For example DNS dataset.\n" " - `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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notebooks/Getting_started.ipynb
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"source": [ "source": [
"Now there are two types of `matching_function`\n", "Now there are two types of `matching_function`\n",
"- `one_to_one` : In this one clean file will only have one corresponding noisy file. For example Valentini datasets\n", "- `one_to_one` : In this one clean file will only have one corresponding noisy file. For example Valentini datasets\n",
"- `one_to_many` : In this one clean file will only have one corresponding noisy file. For example DNS dataset." "- `one_to_many` : In this one clean file will only have one corresponding noisy file. For example MS-SNSD dataset."
] ]
}, },
{ {
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"metadata": {}, "metadata": {},
"source": [ "source": [
"### TL;DR\n", "### TL;DR\n",
"Calling the following command would train mayavoz Demucs model on DNS-2020 dataset.\n", "Calling the following command would train mayavoz Demucs model on MS-SNSD dataset.\n",
"\n", "\n",
"```bash\n", "```bash\n",
"mayavoz-train \\\n", "mayavoz-train \\\n",
@ -540,7 +540,7 @@
"mayavoz-train --cfg job \\\n", "mayavoz-train --cfg job \\\n",
" model=Demucs \\\n", " model=Demucs \\\n",
" Demucs.sampling_rate=16000 \\\n", " Demucs.sampling_rate=16000 \\\n",
" dataset=DNS-2020\n", " dataset=MS-SNSD\n",
"\n", "\n",
"```\n", "```\n",
"\n", "\n",
@ -562,7 +562,7 @@
"```bash\n", "```bash\n",
"mayavoz-train \\\n", "mayavoz-train \\\n",
" model=Demucs model.sampling_rate=16000 \\\n", " model=Demucs model.sampling_rate=16000 \\\n",
" dataset=DNS-2020\n", " dataset=MS-SNSD\n",
"\n", "\n",
"```" "```"
] ]
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], ],
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