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Purfview avatar Purfview commented on June 11, 2024

Is it even compatible with Windows? What you mean by "WhisperX strategies"?

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gericho avatar gericho commented on June 11, 2024

Correct me if I'm wrong (and I'm almost sure I am), seems WhisperX is more accurate because of the internal structure:

pipeline

they report this on the their github page.

⚡ī¸ Batched inference for 70x realtime transcription using whisper large-v2 đŸĒļ [faster-whisper](https://github.com/guillaumekln/faster-whisper) backend, requires <8GB gpu memory for large-v2 with beam_size=5 đŸŽ¯ Accurate word-level timestamps using wav2vec2 alignment đŸ‘¯â€â™‚ī¸ Multispeaker ASR using speaker diarization from [pyannote-audio](https://github.com/pyannote/pyannote-audio) (speaker ID labels) đŸ—Ŗī¸ VAD preprocessing, reduces hallucination & batching with no WER degradation

At the bottom, they show how to install it in Windows using Python/Conda. Unfortunately, Subtitle Edit is asking for an EXE file. Currently, I'm using the standalone faster-whisper.exe, and I wanted to give compliments because, with the large-v3 model, the transcription is almost perfect!

I'm just asking if there is room for improvement in the transcription.

Untitled

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Purfview avatar Purfview commented on June 11, 2024

...seems WhisperX is more accurate...

Then why I see some posts that it's less accurate?
I guess you are asking about wav2vec alignment, currently it's not implemented.
Related question ->#174

I'm just asking if there is room for improvement in the transcription.

There always is room for improvement.
You can use Standalone Faster-Whisper-XXL and --ff_mdx_kim2 option.

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gericho avatar gericho commented on June 11, 2024

Then why I see some posts that it's less accurate?

Good to know! Thank you! I'll try the XXL and follow the current test posts.

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