Datasets:
input_ids
sequence
| attention_mask
sequence
| labels
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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