Whisper large-v3 model for CTranslate2

This repository contains the conversion of whisper-turbo to the CTranslate2 model format.

Example

from huggingface_hub import snapshot_download
from faster_whisper import WhisperModel

repo_id = "jootanehorror/faster-whisper-large-v3-turbo-ct2"
local_dir = "faster-whisper-large-v3-turbo-ct2"
snapshot_download(repo_id=repo_id, local_dir=local_dir, repo_type="model")

model = WhisperModel(local_dir, device='cpu', compute_type='int8')

segments, info = model.transcribe("sample.mp3")

for segment in segments:
    print("[%.2fs -> %.2fs] %s" % (segment.start, segment.end, segment.text))

More information

For more information about the model, see its official github page.