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You can type "deepdml/faster-whisper-large-v3-turbo-ct2" as model parameter in RealtimeSTT to try out the new distil model directly. Since RealtimeSTT is based on faster_whisper there is no way of using the lib without it.
As I understand it, any CTranslate2 converted model should -at least in theory- work. As indicated by KoljaB here.
The project uses the faster_whisper library for speech to text, and so it can use only models that are compatible with that library - those being CTranslate2 converted models like faster-whisper or distil-whisper or distil-faster-whisper.
Edit:deepdml/faster-whisper-large-v3-turbo-ct2 does indeed work fine on my system.
What is the process if I want to change into the whisper-large-v3-turbo instead of using faster whisper? Could you please guide me on that?
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