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livli/
whisper-large-v2-bn-ct2

Name: whisper-large-v2-bn-ct2
Availability: InStock

apache-2.0

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Whisper Large-v2 Bengali (CTranslate2)

This repository contains a converted version of anuragshas/whisper-large-v2-bn to the CTranslate2 format.

This model is fine-tuned on the Mozilla Common Voice 11.0 Bengali dataset and optimized for high-performance inference using faster-whisper.

Model Details

Original Model: anuragshas/whisper-large-v2-bn
Architecture: Whisper Large-v2
Format: CTranslate2 (CT2)
Language: Bengali (bn)
Evaluation WER: 11.1086

Usage

To use this model with faster-whisper:

python

from faster_whisper import WhisperModel

model_id = "livli/whisper-large-v2-bn-ct2"
model = WhisperModel(model_id, device="cuda", compute_type="float16")

segments, info = model.transcribe("audio.mp3", language="bn")