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Utkarshg02/my-wav2vec2-processor

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face

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my-wav2vec2-processor

This is a Wav2Vec2 processor (tokenizer + feature extractor) for speech recognition.

—Base model: facebook/wav2vec2-base-960h
—Uploaded by: Utkarshg02
—Intended use: Preprocessing audio data for Automatic Speech Recognition (ASR) tasks.

How to Use

python

from transformers import Wav2Vec2Processor

processor = Wav2Vec2Processor.from_pretrained("Utkarshg02/my-wav2vec2-processor")

# Example: Processing an audio array
inputs = processor(audio_array, sampling_rate=16000, return_tensors="pt")


## Limitations and Biases
- Only provides preprocessing (feature extraction + tokenization).  
- Base model is trained on English; may not work well on other languages or accents.

## License

This processor follows the same license as the base model: Apache 2.0.

## References

- [facebook/wav2vec2-base-960h](https://huggingface.co/facebook/wav2vec2-base-960h)  
- [Wav2Vec2 Paper](https://arxiv.org/abs/2006.11477)