shashikg/WhisperS2T

An Optimized Speech-to-Text Pipeline for the Whisper Model Supporting Multiple Inference Engine

46
/ 100
Emerging

Supports multiple inference backends (Original OpenAI, HuggingFace with FlashAttention2, CTranslate2, TensorRT-LLM) with intelligent audio batching, VAD integration, and dynamic time-length processing to reduce computation overhead. Incorporates hallucination-reduction heuristics and asynchronous large-file loading while simultaneously transcribing batched segments, enabling multi-language and multi-task decoding in a single batch pass.

541 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 20 / 25

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Stars

541

Forks

73

Language

Jupyter Notebook

License

MIT

Last pushed

Aug 27, 2024

Commits (30d)

0

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