Skip to content

Instantly share code, notes, and snippets.

@watanabe3tipapa

watanabe3tipapa/fast-whisper_ty.ipynb

Created July 13, 2023 08:11
Show Gist options
  • Save watanabe3tipapa/f2a6bde921bb25b33dd9b5a60f9dbf25 to your computer and use it in GitHub Desktop.
Save watanabe3tipapa/f2a6bde921bb25b33dd9b5a60f9dbf25 to your computer and use it in GitHub Desktop.
Download ZIP
fast-whisper_ty.ipynb
Display the source blob
Display the rendered blob
Raw
fast-whisper_ty.ipynb
{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": [],
"collapsed_sections": [
"yDa9GUucQjqy"
],
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
},
"accelerator": "GPU",
"gpuClass": "standard",
"widgets": {
"application/vnd.jupyter.widget-state+json": {
"2acd48f411b5483bb94c11058f1f82c0": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "HBoxModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "HBoxView",
"box_style": "",
"children": [
"IPY_MODEL_1cac63797b304e42978e4016f4f533e3",
"IPY_MODEL_e695bc7c993f4515b621c52bb2373353",
"IPY_MODEL_2e752dd882944bd3988f1736889eefd2"
],
"layout": "IPY_MODEL_8276260b8bdf4b09b30e109f197136ff"
}
},
"1cac63797b304e42978e4016f4f533e3": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "HTMLModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "HTMLView",
"description": "",
"description_tooltip": null,
"layout": "IPY_MODEL_2367dcc5c96a4467ab5974da6b5573fe",
"placeholder": "​",
"style": "IPY_MODEL_3caed6f38b3748f1b657b566cf3cf8cc",
"value": "Downloading model.bin: 100%"
}
},
"e695bc7c993f4515b621c52bb2373353": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "FloatProgressModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "ProgressView",
"bar_style": "success",
"description": "",
"description_tooltip": null,
"layout": "IPY_MODEL_5f2d9c69a24c4d6fb83d1216a7fb89de",
"max": 3086912962,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_d4dd0feeb2df4bf09b4ccf4e0bed7950",
"value": 3086912962
}
},
"2e752dd882944bd3988f1736889eefd2": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "HTMLModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "HTMLView",
"description": "",
"description_tooltip": null,
"layout": "IPY_MODEL_78537af35aa944ecbb301949df66179d",
"placeholder": "​",
"style": "IPY_MODEL_2d2e41e646fd4d7a881bdb04612b3cdc",
"value": " 3.09G/3.09G [00:16<00:00, 261MB/s]"
}
},
"8276260b8bdf4b09b30e109f197136ff": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"2367dcc5c96a4467ab5974da6b5573fe": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"3caed6f38b3748f1b657b566cf3cf8cc": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "DescriptionStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "StyleView",
"description_width": ""
}
},
"5f2d9c69a24c4d6fb83d1216a7fb89de": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"d4dd0feeb2df4bf09b4ccf4e0bed7950": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "ProgressStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "StyleView",
"bar_color": null,
"description_width": ""
}
},
"78537af35aa944ecbb301949df66179d": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"2d2e41e646fd4d7a881bdb04612b3cdc": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "DescriptionStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "StyleView",
"description_width": ""
}
},
"aa42fbd42ec347d2a59c733369829b6f": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "HBoxModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "HBoxView",
"box_style": "",
"children": [
"IPY_MODEL_8cb83ff5ec464f5eab1e98c701c75796",
"IPY_MODEL_c83f93e90a1443768dba9cf2bc066e86",
"IPY_MODEL_f2328f74ba7b4e7a9134433dc4e38fe3"
],
"layout": "IPY_MODEL_804ce473b59e48a48a1067968587fe1d"
}
},
"8cb83ff5ec464f5eab1e98c701c75796": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "HTMLModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "HTMLView",
"description": "",
"description_tooltip": null,
"layout": "IPY_MODEL_b8f5a80013214153ab08416d327d211f",
"placeholder": "​",
"style": "IPY_MODEL_b7732dd968a64a2d81609b88841480b7",
"value": "Downloading (…)08837e8b/config.json: 100%"
}
},
"c83f93e90a1443768dba9cf2bc066e86": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "FloatProgressModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "ProgressView",
"bar_style": "success",
"description": "",
"description_tooltip": null,
"layout": "IPY_MODEL_11ddb8b84d164044964164737496cb8a",
"max": 2796,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_1fa2c3ce30ff467eb9892c6bf075e49e",
"value": 2796
}
},
"f2328f74ba7b4e7a9134433dc4e38fe3": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "HTMLModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "HTMLView",
"description": "",
"description_tooltip": null,
"layout": "IPY_MODEL_cd9a816ab7bf49fa8423e1cbec82e51f",
"placeholder": "​",
"style": "IPY_MODEL_de5b9ce0ab60450da9f192f2a1fae105",
"value": " 2.80k/2.80k [00:00<00:00, 56.5kB/s]"
}
},
"804ce473b59e48a48a1067968587fe1d": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"b8f5a80013214153ab08416d327d211f": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"b7732dd968a64a2d81609b88841480b7": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "DescriptionStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "StyleView",
"description_width": ""
}
},
"11ddb8b84d164044964164737496cb8a": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"1fa2c3ce30ff467eb9892c6bf075e49e": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "ProgressStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "StyleView",
"bar_color": null,
"description_width": ""
}
},
"cd9a816ab7bf49fa8423e1cbec82e51f": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"de5b9ce0ab60450da9f192f2a1fae105": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "DescriptionStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "StyleView",
"description_width": ""
}
},
"616a5f7805a4448aa592c9db1d41a8e1": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "HBoxModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "HBoxView",
"box_style": "",
"children": [
"IPY_MODEL_19fbba0b18c94d74b0d8fa85dc6d2b8c",
"IPY_MODEL_10a3aa580e5b46f6890b467c9817b8c8",
"IPY_MODEL_a94d44a1f94a4af3a77b1a64bac35fd6"
],
"layout": "IPY_MODEL_00e86722a0f64234a6f243da543a6cbb"
}
},
"19fbba0b18c94d74b0d8fa85dc6d2b8c": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "HTMLModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "HTMLView",
"description": "",
"description_tooltip": null,
"layout": "IPY_MODEL_6427c2909627484e817f5d0f84e31292",
"placeholder": "​",
"style": "IPY_MODEL_9c94d66aa26f4c09bb88843cb73027f3",
"value": "Downloading (…)37e8b/vocabulary.txt: 100%"
}
},
"10a3aa580e5b46f6890b467c9817b8c8": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "FloatProgressModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "ProgressView",
"bar_style": "success",
"description": "",
"description_tooltip": null,
"layout": "IPY_MODEL_cfb3d71ea6e7423ab79aa67516e0f9f8",
"max": 459861,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_fea9bca032cd467185e8934409cfa036",
"value": 459861
}
},
"a94d44a1f94a4af3a77b1a64bac35fd6": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "HTMLModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "HTMLView",
"description": "",
"description_tooltip": null,
"layout": "IPY_MODEL_404970ccb5ca492b90d478dd6b351747",
"placeholder": "​",
"style": "IPY_MODEL_b550c8e8170f48b4b96c6991eaa2670a",
"value": " 460k/460k [00:00<00:00, 1.91MB/s]"
}
},
"00e86722a0f64234a6f243da543a6cbb": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"6427c2909627484e817f5d0f84e31292": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"9c94d66aa26f4c09bb88843cb73027f3": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "DescriptionStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "StyleView",
"description_width": ""
}
},
"cfb3d71ea6e7423ab79aa67516e0f9f8": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"fea9bca032cd467185e8934409cfa036": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "ProgressStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "StyleView",
"bar_color": null,
"description_width": ""
}
},
"404970ccb5ca492b90d478dd6b351747": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"b550c8e8170f48b4b96c6991eaa2670a": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "DescriptionStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "StyleView",
"description_width": ""
}
},
"e2138a87b8224174bd4e318d18116028": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HBoxModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "HBoxModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "HBoxView",
"box_style": "",
"children": [
"IPY_MODEL_6f36942162ee44d9942b5731319db001",
"IPY_MODEL_6c51e00b59d943f1a2813637aa0c10f9",
"IPY_MODEL_e59137db0e74441daaa62a440daea626"
],
"layout": "IPY_MODEL_95ba4d7efb0b47a7b13a406b9d1e1c4e"
}
},
"6f36942162ee44d9942b5731319db001": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "HTMLModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "HTMLView",
"description": "",
"description_tooltip": null,
"layout": "IPY_MODEL_e90ee39addce4337b4116c8342f8638e",
"placeholder": "​",
"style": "IPY_MODEL_c2cacaea5bd84e928f54b494e54b093b",
"value": "Downloading (…)37e8b/tokenizer.json: 100%"
}
},
"6c51e00b59d943f1a2813637aa0c10f9": {
"model_module": "@jupyter-widgets/controls",
"model_name": "FloatProgressModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "FloatProgressModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "ProgressView",
"bar_style": "success",
"description": "",
"description_tooltip": null,
"layout": "IPY_MODEL_426884b6bb5c46dd8225eeb5721ad05e",
"max": 2203239,
"min": 0,
"orientation": "horizontal",
"style": "IPY_MODEL_6d7a7c3b135045c9967a0da2ff292925",
"value": 2203239
}
},
"e59137db0e74441daaa62a440daea626": {
"model_module": "@jupyter-widgets/controls",
"model_name": "HTMLModel",
"model_module_version": "1.5.0",
"state": {
"_dom_classes": [],
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "HTMLModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/controls",
"_view_module_version": "1.5.0",
"_view_name": "HTMLView",
"description": "",
"description_tooltip": null,
"layout": "IPY_MODEL_2f19167d20f44a89b4f24cefc30384f7",
"placeholder": "​",
"style": "IPY_MODEL_ee88acfb507e4cbaa1c6b383b5258575",
"value": " 2.20M/2.20M [00:00<00:00, 27.4MB/s]"
}
},
"95ba4d7efb0b47a7b13a406b9d1e1c4e": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"e90ee39addce4337b4116c8342f8638e": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"c2cacaea5bd84e928f54b494e54b093b": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "DescriptionStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "StyleView",
"description_width": ""
}
},
"426884b6bb5c46dd8225eeb5721ad05e": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"6d7a7c3b135045c9967a0da2ff292925": {
"model_module": "@jupyter-widgets/controls",
"model_name": "ProgressStyleModel",
"model_module_version": "1.5.0",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "ProgressStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "StyleView",
"bar_color": null,
"description_width": ""
}
},
"2f19167d20f44a89b4f24cefc30384f7": {
"model_module": "@jupyter-widgets/base",
"model_name": "LayoutModel",
"model_module_version": "1.2.0",
"state": {
"_model_module": "@jupyter-widgets/base",
"_model_module_version": "1.2.0",
"_model_name": "LayoutModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "LayoutView",
"align_content": null,
"align_items": null,
"align_self": null,
"border": null,
"bottom": null,
"display": null,
"flex": null,
"flex_flow": null,
"grid_area": null,
"grid_auto_columns": null,
"grid_auto_flow": null,
"grid_auto_rows": null,
"grid_column": null,
"grid_gap": null,
"grid_row": null,
"grid_template_areas": null,
"grid_template_columns": null,
"grid_template_rows": null,
"height": null,
"justify_content": null,
"justify_items": null,
"left": null,
"margin": null,
"max_height": null,
"max_width": null,
"min_height": null,
"min_width": null,
"object_fit": null,
"object_position": null,
"order": null,
"overflow": null,
"overflow_x": null,
"overflow_y": null,
"padding": null,
"right": null,
"top": null,
"visibility": null,
"width": null
}
},
"ee88acfb507e4cbaa1c6b383b5258575": {
"model_module": "@jupyter-widgets/controls",
"model_name": "DescriptionStyleModel",
"model_module_version": "1.5.0",
"state": {
"_model_module": "@jupyter-widgets/controls",
"_model_module_version": "1.5.0",
"_model_name": "DescriptionStyleModel",
"_view_count": null,
"_view_module": "@jupyter-widgets/base",
"_view_module_version": "1.2.0",
"_view_name": "StyleView",
"description_width": ""
}
}
}
}
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/watanabe3tipapa/f2a6bde921bb25b33dd9b5a60f9dbf25/fast-whisper_ty.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"source": [
"# faster-whisper をどう使う　（YouTube編）"
],
"metadata": {
"id": "MDFJRHjlQSD0"
}
},
{
"cell_type": "markdown",
"source": [
"### 必要なものを取り揃えます"
],
"metadata": {
"id": "yDa9GUucQjqy"
}
},
{
"cell_type": "code",
"source": [
"!pip install faster-whisper\n",
"!python -m pip install -U yt-dlp"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "F_npWb2qVlca",
"outputId": "9da8fc83-562d-4acf-837c-039f247c5b76"
},
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Collecting faster-whisper\n",
" Downloading faster_whisper-0.6.0-py3-none-any.whl (1.5 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.5/1.5 MB\u001b[0m \u001b[31m41.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hCollecting av==10.* (from faster-whisper)\n",
" Downloading av-10.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (31.0 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m31.0/31.0 MB\u001b[0m \u001b[31m45.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hCollecting ctranslate2<4,>=3.10 (from faster-whisper)\n",
" Downloading ctranslate2-3.16.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (33.8 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m33.8/33.8 MB\u001b[0m \u001b[31m14.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hCollecting huggingface-hub>=0.13 (from faster-whisper)\n",
" Downloading huggingface_hub-0.16.4-py3-none-any.whl (268 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m268.8/268.8 kB\u001b[0m \u001b[31m32.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hCollecting tokenizers==0.13.* (from faster-whisper)\n",
" Downloading tokenizers-0.13.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (7.8 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m7.8/7.8 MB\u001b[0m \u001b[31m116.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hCollecting onnxruntime<2,>=1.14 (from faster-whisper)\n",
" Downloading onnxruntime-1.15.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (5.9 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m5.9/5.9 MB\u001b[0m \u001b[31m84.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hRequirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from ctranslate2<4,>=3.10->faster-whisper) (1.22.4)\n",
"Requirement already satisfied: pyyaml<7,>=5.3 in /usr/local/lib/python3.10/dist-packages (from ctranslate2<4,>=3.10->faster-whisper) (6.0)\n",
"Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.13->faster-whisper) (3.12.2)\n",
"Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.13->faster-whisper) (2023.6.0)\n",
"Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.13->faster-whisper) (2.27.1)\n",
"Requirement already satisfied: tqdm>=4.42.1 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.13->faster-whisper) (4.65.0)\n",
"Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.13->faster-whisper) (4.7.1)\n",
"Requirement already satisfied: packaging>=20.9 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.13->faster-whisper) (23.1)\n",
"Collecting coloredlogs (from onnxruntime<2,>=1.14->faster-whisper)\n",
" Downloading coloredlogs-15.0.1-py2.py3-none-any.whl (46 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m46.0/46.0 kB\u001b[0m \u001b[31m7.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hRequirement already satisfied: flatbuffers in /usr/local/lib/python3.10/dist-packages (from onnxruntime<2,>=1.14->faster-whisper) (23.5.26)\n",
"Requirement already satisfied: protobuf in /usr/local/lib/python3.10/dist-packages (from onnxruntime<2,>=1.14->faster-whisper) (3.20.3)\n",
"Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from onnxruntime<2,>=1.14->faster-whisper) (1.11.1)\n",
"Collecting humanfriendly>=9.1 (from coloredlogs->onnxruntime<2,>=1.14->faster-whisper)\n",
" Downloading humanfriendly-10.0-py2.py3-none-any.whl (86 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m86.8/86.8 kB\u001b[0m \u001b[31m13.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hRequirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->huggingface-hub>=0.13->faster-whisper) (1.26.16)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->huggingface-hub>=0.13->faster-whisper) (2023.5.7)\n",
"Requirement already satisfied: charset-normalizer~=2.0.0 in /usr/local/lib/python3.10/dist-packages (from requests->huggingface-hub>=0.13->faster-whisper) (2.0.12)\n",
"Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->huggingface-hub>=0.13->faster-whisper) (3.4)\n",
"Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->onnxruntime<2,>=1.14->faster-whisper) (1.3.0)\n",
"Installing collected packages: tokenizers, av, humanfriendly, ctranslate2, huggingface-hub, coloredlogs, onnxruntime, faster-whisper\n",
"Successfully installed av-10.0.0 coloredlogs-15.0.1 ctranslate2-3.16.1 faster-whisper-0.6.0 huggingface-hub-0.16.4 humanfriendly-10.0 onnxruntime-1.15.1 tokenizers-0.13.3\n",
"Collecting yt-dlp\n",
" Downloading yt_dlp-2023.7.6-py2.py3-none-any.whl (3.0 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.0/3.0 MB\u001b[0m \u001b[31m67.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hCollecting mutagen (from yt-dlp)\n",
" Downloading mutagen-1.46.0-py3-none-any.whl (193 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m193.6/193.6 kB\u001b[0m \u001b[31m28.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hCollecting pycryptodomex (from yt-dlp)\n",
" Downloading pycryptodomex-3.18.0-cp35-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.1 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.1/2.1 MB\u001b[0m \u001b[31m103.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hCollecting websockets (from yt-dlp)\n",
" Downloading websockets-11.0.3-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (129 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m129.9/129.9 kB\u001b[0m \u001b[31m21.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hRequirement already satisfied: certifi in /usr/local/lib/python3.10/dist-packages (from yt-dlp) (2023.5.7)\n",
"Collecting brotli (from yt-dlp)\n",
" Downloading Brotli-1.0.9-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (2.7 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.7/2.7 MB\u001b[0m \u001b[31m109.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hInstalling collected packages: brotli, websockets, pycryptodomex, mutagen, yt-dlp\n",
"Successfully installed brotli-1.0.9 mutagen-1.46.0 pycryptodomex-3.18.0 websockets-11.0.3 yt-dlp-2023.7.6\n"
]
}
]
},
{
"cell_type": "markdown",
"source": [
"## 山下達郎”さよなら夏の日”のyoutube動画から歌詞を抽出する試み"
],
"metadata": {
"id": "N4yGcf_SP-gI"
}
},
{
"cell_type": "markdown",
"source": [
"楽曲URL\n",
"https://youtu.be/_paXh_LgwmM"
],
"metadata": {
"id": "BSccy9EqQQTi"
}
},
{
"cell_type": "markdown",
"source": [
"### ダウンロードします"
],
"metadata": {
"id": "uStGr7b9RARG"
}
},
{
"cell_type": "code",
"source": [
"!yt-dlp -x --audio-format mp3 https://youtu.be/_paXh_LgwmM -o audio.mp3"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "DlK6qdF8V-h4",
"outputId": "c8828ca2-4d58-4b63-b59d-ea1a6fad89be"
},
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"[youtube] Extracting URL: https://youtu.be/_paXh_LgwmM\n",
"[youtube] _paXh_LgwmM: Downloading webpage\n",
"[youtube] _paXh_LgwmM: Downloading ios player API JSON\n",
"[youtube] _paXh_LgwmM: Downloading android player API JSON\n",
"[youtube] _paXh_LgwmM: Downloading m3u8 information\n",
"[info] _paXh_LgwmM: Downloading 1 format(s): 251\n",
"[download] Destination: audio.webm\n",
"\u001b[K[download] 100% of 4.43MiB in \u001b[1;37m00:00:00\u001b[0m at \u001b[0;32m46.00MiB/s\u001b[0m\n",
"[ExtractAudio] Destination: audio.mp3\n",
"Deleting original file audio.webm (pass -k to keep)\n"
]
}
]
},
{
"cell_type": "markdown",
"source": [
"### 歌詞を抽出します"
],
"metadata": {
"id": "ee9daOYYRJ0u"
}
},
{
"cell_type": "code",
"source": [
"from faster_whisper import WhisperModel\n",
"\n",
"model_size = \"large-v2\"\n",
"\n",
"model = WhisperModel(model_size, device=\"cuda\", compute_type=\"float16\")\n",
"segments, info = model.transcribe(\"audio.mp3\", beam_size=5)\n",
"\n",
"print(\"Detected language '%s' with probability %f\" % (info.language, info.language_probability))\n",
"\n",
"for segment in segments:\n",
" print(\"[%.2fs -> %.2fs] %s\" % (segment.start, segment.end, segment.text))"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 440,
"referenced_widgets": [
"2acd48f411b5483bb94c11058f1f82c0",
"1cac63797b304e42978e4016f4f533e3",
"e695bc7c993f4515b621c52bb2373353",
"2e752dd882944bd3988f1736889eefd2",
"8276260b8bdf4b09b30e109f197136ff",
"2367dcc5c96a4467ab5974da6b5573fe",
"3caed6f38b3748f1b657b566cf3cf8cc",
"5f2d9c69a24c4d6fb83d1216a7fb89de",
"d4dd0feeb2df4bf09b4ccf4e0bed7950",
"78537af35aa944ecbb301949df66179d",
"2d2e41e646fd4d7a881bdb04612b3cdc",
"aa42fbd42ec347d2a59c733369829b6f",
"8cb83ff5ec464f5eab1e98c701c75796",
"c83f93e90a1443768dba9cf2bc066e86",
"f2328f74ba7b4e7a9134433dc4e38fe3",
"804ce473b59e48a48a1067968587fe1d",
"b8f5a80013214153ab08416d327d211f",
"b7732dd968a64a2d81609b88841480b7",
"11ddb8b84d164044964164737496cb8a",
"1fa2c3ce30ff467eb9892c6bf075e49e",
"cd9a816ab7bf49fa8423e1cbec82e51f",
"de5b9ce0ab60450da9f192f2a1fae105",
"616a5f7805a4448aa592c9db1d41a8e1",
"19fbba0b18c94d74b0d8fa85dc6d2b8c",
"10a3aa580e5b46f6890b467c9817b8c8",
"a94d44a1f94a4af3a77b1a64bac35fd6",
"00e86722a0f64234a6f243da543a6cbb",
"6427c2909627484e817f5d0f84e31292",
"9c94d66aa26f4c09bb88843cb73027f3",
"cfb3d71ea6e7423ab79aa67516e0f9f8",
"fea9bca032cd467185e8934409cfa036",
"404970ccb5ca492b90d478dd6b351747",
"b550c8e8170f48b4b96c6991eaa2670a",
"e2138a87b8224174bd4e318d18116028",
"6f36942162ee44d9942b5731319db001",
"6c51e00b59d943f1a2813637aa0c10f9",
"e59137db0e74441daaa62a440daea626",
"95ba4d7efb0b47a7b13a406b9d1e1c4e",
"e90ee39addce4337b4116c8342f8638e",
"c2cacaea5bd84e928f54b494e54b093b",
"426884b6bb5c46dd8225eeb5721ad05e",
"6d7a7c3b135045c9967a0da2ff292925",
"2f19167d20f44a89b4f24cefc30384f7",
"ee88acfb507e4cbaa1c6b383b5258575"
]
},
"id": "iMru2eZyVqZw",
"outputId": "7b827ac3-c04e-44ec-9fba-8a393e4bd544"
},
"execution_count": null,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"Downloading model.bin: 0%| | 0.00/3.09G [00:00<?, ?B/s]"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "2acd48f411b5483bb94c11058f1f82c0"
}
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"Downloading (…)08837e8b/config.json: 0%| | 0.00/2.80k [00:00<?, ?B/s]"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "aa42fbd42ec347d2a59c733369829b6f"
}
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"Downloading (…)37e8b/vocabulary.txt: 0%| | 0.00/460k [00:00<?, ?B/s]"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "616a5f7805a4448aa592c9db1d41a8e1"
}
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"Downloading (…)37e8b/tokenizer.json: 0%| | 0.00/2.20M [00:00<?, ?B/s]"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "e2138a87b8224174bd4e318d18116028"
}
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Detected language 'ja' with probability 0.852051\n",
"[0.00s -> 21.00s] 波打つ夕立のプール しぶきをあげて\n",
"[21.00s -> 35.00s] 一番素敵な季節が もうすぐ終わる\n",
"[35.00s -> 47.00s] 時が止まればいい 僕の肩でつぶやく君\n",
"[47.00s -> 64.00s] 見てた さよなら夏の日 いつまでも忘れないよ\n",
"[64.00s -> 81.00s] 雨に濡れながら 僕らは大人になってゆくよ\n",
"[82.00s -> 98.00s] 瞳に君を焼きつけた 尽きせぬ想い\n",
"[98.00s -> 112.00s] 明日になればもう ここには僕らはいない\n",
"[112.00s -> 127.00s] めぐるすべてのもの 急ぎ足で変わってゆくけれど\n",
"[127.00s -> 141.00s] 君を愛してる 世界中の誰よりも\n",
"[141.00s -> 155.00s] 言葉じゃ言えない もどかしさ伝えたいよ\n",
"[155.00s -> 177.00s] 今も ほら最後の虹が出たよ 空を裸足のまま駆けてゆく\n",
"[177.00s -> 201.00s] どうぞ変わらないで どんな未来訪れたとしても\n",
"[202.00s -> 216.00s] さよなら夏の日 いつまでも忘れないよ\n",
"[216.00s -> 230.00s] 雨に濡れながら 僕らは大人になってゆくよ\n",
"[230.00s -> 249.00s] さよなら夏の日 僕らは大人になってゆくよ\n",
"[260.00s -> 275.00s] サブタイトル キミノミヤ\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"from faster_whisper import WhisperModel\n",
"\n",
"model_size = \"large-v2\"\n",
"\n",
"model = WhisperModel(model_size, device=\"cuda\", compute_type=\"float16\")\n",
"segments, info = model.transcribe(\"audio.mp3\", beam_size=5)\n",
"\n",
"for segment in segments:\n",
" print(segment.text)"
],
"metadata": {
"id": "qo_390_CZ-rV",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "2fbf3cbf-feaf-46d4-8b62-a04d34aae66c"
},
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"波打つ夕立のプール しぶきをあげて\n",
"一番素敵な季節が もうすぐ終わる\n",
"時が止まればいい 僕の肩でつぶやく君\n",
"見てた さよなら夏の日 いつまでも忘れないよ\n",
"雨に濡れながら 僕らは大人になってゆくよ\n",
"瞳に君を焼きつけた 尽きせぬ想い\n",
"明日になればもう ここには僕らはいない\n",
"めぐるすべてのもの 急ぎ足で変わってゆくけれど\n",
"君を愛してる 世界中の誰よりも\n",
"言葉じゃ言えない もどかしさ伝えたいよ\n",
"今も ほら最後の虹が出たよ 空を裸足のまま駆けてゆく\n",
"どうぞ変わらないで どんな未来訪れたとしても\n",
"さよなら夏の日 いつまでも忘れないよ\n",
"雨に濡れながら 僕らは大人になってゆくよ\n",
"さよなら夏の日 僕らは大人になってゆくよ\n",
"サブタイトル キミノミヤ\n"
]
}
]
},
{
"cell_type": "markdown",
"source": [
"「サブタイトルキミノミヤ」はご愛嬌ということで。"
],
"metadata": {
"id": "2Na2E-s7Snxq"
}
}
]
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment