guillaumekln/faster-whisper

Faster Whisper transcription with CTranslate2

Pythondeep-learninginferencetransformerspeech-recognitionopenaispeech-to-textquantizationwhisper
This is stars and forks stats for /guillaumekln/faster-whisper repository. As of 29 Mar, 2024 this repository has 4995 stars and 357 forks.

Faster Whisper transcription with CTranslate2 faster-whisper is a reimplementation of OpenAI's Whisper model using CTranslate2, which is a fast inference engine for Transformer models. This implementation is up to 4 times faster than openai/whisper for the same accuracy while using less memory. The efficiency can be further improved with 8-bit quantization on both CPU and GPU. Benchmark For reference, here's the time and memory usage that are required to transcribe 13 minutes of audio using different...
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