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yum-archive/TaSTT-Whisper

High-performance GPGPU inference of OpenAI's Whisper automatic speech recognition (ASR) model

git clone https://git.yummers.dev/yum-archive/TaSTT-Whisper

yumFix audio normalization59297502023-04-04

files

.gitignore	88 B
README.md	502 B
evaluate.py	1.6 KiB
setup.ps1	720 B

Evaluation tool

This directory holds code to evaluate the accuracy of transcriptions.

Example usage (in Powershell):

python3 -m pip install -r requirements.txt
python3 evaluate.py reference_transcript.txt
./setup.ps1
./WhisperCLI.exe \
  --audio_path *.mp3 \
  --model_path *.bin

setup.ps1: Downloads whisper checkpoints and audio from librivox. Copies WhisperCLI.exe to CWD.
evaluate.py: Computes Levenshtein distance between generated transcription and "correct" transcription.