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Browse files- README.md +0 -44
- data/train-00000-of-00003-c6b34f31475e7780.parquet → anforsm--common_voice_11_clean_tokenized/parquet-train-00000-of-00003.parquet +2 -2
- data/train-00001-of-00003-9b0ca794b52ac46c.parquet → anforsm--common_voice_11_clean_tokenized/parquet-train-00001-of-00003.parquet +2 -2
- data/train-00002-of-00003-4626b84013342518.parquet → anforsm--common_voice_11_clean_tokenized/parquet-train-00002-of-00003.parquet +2 -2
- data/validation-00000-of-00001-e7e1a437cba28e58.parquet → anforsm--common_voice_11_clean_tokenized/parquet-validation.parquet +2 -2
- dataset_dict.json +0 -1
- train/data-00000-of-00003.arrow +0 -3
- train/data-00001-of-00003.arrow +0 -3
- train/data-00002-of-00003.arrow +0 -3
- train/dataset_info.json +0 -29
- train/state.json +0 -19
- validation/data-00000-of-00001.arrow +0 -3
- validation/dataset_info.json +0 -29
- validation/state.json +0 -13
README.md
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---
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license: cc0-1.0
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language:
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- en
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task_categories:
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- text-to-speech
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- text-generation
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pretty_name: Common Voice 11 (en) Cleaned and Tokenized
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size_categories:
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- 10K<n<100K
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dataset_info:
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features:
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- name: input_ids
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sequence: int32
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- name: attention_mask
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sequence: int8
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- name: labels
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sequence: int64
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splits:
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- name: train
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num_bytes: 1109542776
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num_examples: 83274
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- name: validation
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num_bytes: 17374496
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num_examples: 1304
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download_size: 197852035
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dataset_size: 1126917272
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---
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A cleaned and tokenized version of the English data from [Mozilla Common Voice 11 dataset](https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/tree/main).
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Cleaning steps:
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* Filtered on samples with >2 upvotes and <1 downvotes]
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* Removed non voice audio at start and end through pytorch VAD
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Tokenization
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* Audio tokenized through [EnCodec by Meta](https://github.com/facebookresearch/encodec)
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* Using 24khz pre-trained model, and target bandwidth of 1.5
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* Represented in text as audio_token_0 - audio_token_1023
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* Prompts constructed as "text: \<common voice transcript\>\naudio: \<audio tokens\>"
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* Prompts tokenized with GPT tokenizer with added vocab of audio tokens.
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* Tokenized prompts padded to size 1024 with eos_token.
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Each sample has 3 properties: input_ids, attention_mask and labels. input_ids and labels are the tokenized prompts and attention_mask is the attention mask.
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data/train-00000-of-00003-c6b34f31475e7780.parquet → anforsm--common_voice_11_clean_tokenized/parquet-train-00000-of-00003.parquet
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data/train-00001-of-00003-9b0ca794b52ac46c.parquet → anforsm--common_voice_11_clean_tokenized/parquet-train-00001-of-00003.parquet
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dataset_dict.json
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train/data-00000-of-00003.arrow
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train/dataset_info.json
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"citation": "@inproceedings{commonvoice:2020,\n author = {Ardila, R. and Branson, M. and Davis, K. and Henretty, M. and Kohler, M. and Meyer, J. and Morais, R. and Saunders, L. and Tyers, F. M. and Weber, G.},\n title = {Common Voice: A Massively-Multilingual Speech Corpus},\n booktitle = {Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020)},\n pages = {4211--4215},\n year = 2020\n}",
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"description": "Common Voice is Mozilla's initiative to help teach machines how real people speak. The dataset currently consists of 16413 validated hours of speech in 100 languages, but more voices and languages are always added.",
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"homepage": "https://commonvoice.mozilla.org/en/datasets",
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"license": "https://creativecommons.org/publicdomain/zero/1.0/"
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}
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train/state.json
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validation/data-00000-of-00001.arrow
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validation/dataset_info.json
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"citation": "@inproceedings{commonvoice:2020,\n author = {Ardila, R. and Branson, M. and Davis, K. and Henretty, M. and Kohler, M. and Meyer, J. and Morais, R. and Saunders, L. and Tyers, F. M. and Weber, G.},\n title = {Common Voice: A Massively-Multilingual Speech Corpus},\n booktitle = {Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020)},\n pages = {4211--4215},\n year = 2020\n}",
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"homepage": "https://commonvoice.mozilla.org/en/datasets",
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validation/state.json
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