mohitsha / whisper-tiny-static-shape-quantized-SL-448

huggingface.co
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Model's Last Updated: October 24 2023
automatic-speech-recognition

Introduction of whisper-tiny-static-shape-quantized-SL-448

Model Details of whisper-tiny-static-shape-quantized-SL-448

Whisper Model Quantized

The repository contains the whisper model quantized using the Smooth Quant using ONNXRuntime

  1. Only the Whisper decoder is quantized in the model
  2. The model has been modified to accept fixed shapes input of (1, 80, 3000) for the encoder and (1,448) for decoder.
  3. For inference the un-quantized encoder model and quantized decoder model is used.
  4. This model is for testing and could be modified in the future with better versions.
Evaluation:

The model achieves WER of 6.02% on the librispeech_asr (clean) test dataset

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whisper-tiny-static-shape-quantized-SL-448 install

whisper-tiny-static-shape-quantized-SL-448 is an open source model from GitHub that offers a free installation service, and any user can find whisper-tiny-static-shape-quantized-SL-448 on GitHub to install. At the same time, huggingface.co provides the effect of whisper-tiny-static-shape-quantized-SL-448 install, users can directly use whisper-tiny-static-shape-quantized-SL-448 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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