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I've been doing the same. Apart from sometimes changing the meaning of sentences, it does a pretty good job at improving the message one is trying to convey. I

I've been doing the same. Apart from sometimes changing the meaning of sentences, it does a pretty good job at improving the message one is trying to convey. In my case I'm recording notes while exercising on my bike, so there's wind and friction and breathing, then I transcribe them with Whisper, do try to filter out things that don't make much sense (where the temperature, compression_ratio, avg_logprob and/or no_speech_prob are not acceptabe). Since I start recording at will and don't prepare the sentence to be recorded, the recording is a bit chaotic, and ChatGPT does a good job in correcting Whisper's mistakes and transforming the sentences. But, as I said, sometimes this fails and the real message gets lost.

Naracion 4y ago
This is tangential to the software techniques, but have you tried using throat microphones? They're essentially the microphone counterpart to the bone conducting headphones. They're aimed at use cases where there's a lot of noise (originally created for paragliding but also used in biking scenarios), and low voice scenarios (eg covert operations and even to amplify voice from people having speech problems due to things like Parkinson's disease). I'm using them to record multiple people in the same room but avoid cross-talk (for data collection in a research study). The audio isn't great, but I've used transcription services and they seem to be able to make the words out just fine.