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Mateo Cedillo
2023-05-25 22:05:54 -05:00
parent 8c9685880a
commit d4535a09f6
1 changed files with 22 additions and 4 deletions
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notebooks/piper_multilingual_training_notebook.ipynb
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@@ -5,7 +5,7 @@
"colab": {
"provenance": [],
"gpuType": "T4",
"authorship_tag": "ABX9TyOhGmWaOcJ8eRFW1QnG2XyK",
"authorship_tag": "ABX9TyMwuqoJOxNquo9tfPltH+71",
"include_colab_link": true
},
"kernelspec": {
@@ -138,12 +138,21 @@
"cell_type": "code",
"source": [
"#@markdown ## 1. Extract dataset\n",
"#@markdown <font color=\"orange\">**Important: the audios must be in wav format, (16000 or 22050hz, 16-bits, mono), and, for convenience, numbered. Example:**\n",
"\n",
"#@markdown * <font color=\"orange\">**1.wav**</font>\n",
"#@markdown * <font color=\"orange\">**2.wav**</font>\n",
"#@markdown * <font color=\"orange\">**3.wav**</font>\n",
"#@markdown * <font color=\"orange\">**.....**</font>\n",
"\n",
"#@markdown ---\n",
"\n",
"%cd /content\n",
"!mkdir /content/dataset\n",
"%cd /content/dataset\n",
"!mkdir /content/dataset/wavs\n",
"#@markdown ### Audio dataset path to unzip\n",
"zip_path = \"/content/drive/MyDrive/Fakeyou/aldEnhanced/wavs.zip\" #@param {type:\"string\"}\n",
"zip_path = \"/content/drive/MyDrive/wavs.zip\" #@param {type:\"string\"}\n",
"!unzip \"{zip_path}\" -d /content/dataset/wavs\n",
"#@markdown ---"
],
@@ -158,6 +167,14 @@
"cell_type": "code",
"source": [
"#@markdown ## 2. Upload the transcript file\n",
"#@markdown Important: the transcription means writing what the character says in each of the audios, and it must have the following structure:\n",
"\n",
"#@markdown * wavs/1.wav|This is what my character says in audio 1.\n",
"#@markdown * wavs/2.wav|This, the text that the character says in audio 2.\n",
"#@markdown * ...............\n",
"\n",
"#@markdown And so on. In addition, the transcript must be in a .csv format (UTF8 without bom)\n",
"\n",
"%cd /content/dataset\n",
"from google.colab import files\n",
"!rm /content/dataset/metadata.csv\n",
@@ -275,7 +292,7 @@
" raise Exception(\"The pretrained_models.json file was not found.\")\n",
"else:\n",
" ft_command = \"\"\n",
"#@makrdown ### Choose batch size based on this dataset\n",
"#@markdown ### Choose batch size based on this dataset\n",
"batch_size = 16 #@param {type:\"integer\"}\n",
"#@markdown ---\n",
"#@markdown ### Validation split\n",
@@ -343,7 +360,8 @@
" --precision 32"
],
"metadata": {
"id": "X4zbSjXg2J3N"
"id": "X4zbSjXg2J3N",
"cellView": "form"
},
"execution_count": null,
"outputs": []