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sachaarbonel/whisper-hallucinations

Whisper Hallucinations on Noise Dataset Summary This dataset lists common hallucinations from OpenAI Whisper when the input has no speech. We build it from a noise-only corpus. We run Whisper on noise clips. We collect any non-empty text that Whisper outputs. We deduplicate phrases and count how often they occur. Use it to test, detect, and reduce non-speech hallucinations. Motivation ASR models often output text on silence or noise. These false… See the full description on the dataset page: https://huggingface.co/datasets/sachaarbonel/whisper-hallucinations.

Author / organizationsachaarbonel
License (as declared)mit
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Created26 September 2025
Last updated at source26 September 2025
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  • 17 Oct 2026 Description: Whisper Hallucinations on Noise Dataset Summary This dataset lists common hallucinations from OpenAI Whisper when the input has no speech. We build it from a noise-only corpus. We run Whisper on noise clips. We collect any non-empty text th → Whisper Hallucinations on Noise Dataset Summary This dataset lists common hallucinations from OpenAI Whisper when the input has no speech. We build it from a noise-only corpus. We run Whisper on noise clips. We collect any non-empty text th

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