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Whisper.cpp

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README.md

Whisper

Whisper is a state-of-the-art automatic speech recognition (ASR) and speech translation model family developed by OpenAI, published under the openai organization on Hugging Face.

Links

  • Upstream model card: https://huggingface.co/openai/whisper-large-v3
  • Upstream GitHub: https://github.com/openai/whisper

Model Facts

  • Task: Speech-to-Text (ASR) & Speech Translation
  • License: MIT
  • Architecture: Whisper (GGML)

LA Studio Notes

Whisper.cpp in LA Studio runs inference locally using CPU and GPU options. It downloads GGML-converted models from conversion repository ggerganov/whisper.cpp. It needs:

  • Backbone: ggml-base.bin (or other supported GGML files).

It supports 100 languages, automatic language detection, translation to English, token timestamps, and speaker diarization workflows.

Cấu hình tham số quy trình

Cấu hình các tham số tùy chỉnh này để tinh chỉnh quy trình tiếng nói và giọng nói.

Temperaturefloat

Controls randomness of speech generation. Higher values increase variety.

1
Seedint

Random seed for reproducibility. Set to -1 for random.

-1
Max Codec Stepsint

Maximum decoding steps for the neural voice audio synthesizer.

100