input_ids
sequence
attention_mask
sequence
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A cleaned and tokenized version of the English data from Mozilla Common Voice 11 dataset.

Cleaning steps:

  • Filtered on samples with >2 upvotes and <1 downvotes]
  • Removed non voice audio at start and end through pytorch VAD

Tokenization:

  • Audio tokenized through EnCodec by Meta
    • Using 24khz pre-trained model, and target bandwidth of 1.5
    • Represented in text as audio_token_0 - audio_token_1023
  • Prompts constructed as "text: <common voice transcript>\naudio: <audio tokens>"
  • Prompts tokenized with GPT tokenizer with added vocab of audio tokens.
  • Tokenized prompts padded to size 1024 with eos_token.

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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