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> AI also really has trouble with transcribing my speech. I noticed that as early as the '90s with early speech recognition software. It was completely unusable
by overfeed 1y ago
> AI also really has trouble with transcribing my speech. I noticed that as early as the '90s with early speech recognition software. It was completely unusable.
I don't know what your transcription use cases are, but you may be able to get an improvement by fine-tuning Whisper. This would require about $4 in training costs[1], and a dataset with 5-10 hours of your labeled (transcribed) speech, which may be the bigger hurdle[2].
1. 2000 steps took me 6 hours on an A100 on Collab, fine-tuning openai/whisper-large-v3 on 12 hours of data. I can shar my notebook/script with you if you'd like.
2. I am working on a PWA that makes it simple for humans to edit initial, automated transcriptions with mistakes for feeding the correct dataset back into the pipeline for fine-tuning, but its not ready yet
- mjburgess 1y agoAny chance you could github your script for public use anyway? It's an interesting self-contained example
- erikerikson 1y agoWe have a PWA for this at: https://www.psyome.com/annotator https://www.psyome.com/annotator
- overfeed 1y agoIt is desktop-only - do you have plans to support mobile browsers? My PWA is mobile-first.
- erikerikson 1y agoOh nice! No plans at the moment
- erikerikson 1y agoFWIW, it might be usable on mobile but I haven't tried it tested it
- thebruce87m 1y ago> with 5-10 hours of your labeled (transcribed) speech, which may be the bigger hurdle[2]. Can’t you just read from a known script?