I’m using Whisper to transcribe some non-English audios and it showed this super weird stuttering in its output, like repeating a word for many many many many times, which is actually a typical bug for unmature language models. I guess they use some kind of LLM to boost their performance. I would really hope OpenAI can offer some more precise transcription services because we can feed the raw transcript into GPT ourselves
Related topics
| Topic | Replies | Views | Activity | |
|---|---|---|---|---|
| Whisper hallucinations + dropped sentences: Help? | 3 | 4114 | February 29, 2024 | |
| Whisper spitting out gibberish when trying to transcribe | 5 | 1595 | December 6, 2025 | |
| Gpt-4o-mini-transcribe and gpt-4o-transcribe not as good as whisper | 4 | 6805 | January 10, 2026 | |
| RealTime API Transcription errors | 7 | 2308 | January 9, 2025 | |
| Whisper API seems very slow or doesn't always work | 3 | 4141 | February 8, 2024 |