Table · dataset · 2025
sachaarbonel/whisper-hallucinations
Listed in Hugging Face Datasets
Whisper Hallucinations on Noise Dataset
Description
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.
Read the rest (2 more)
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 hits harm UX… See the full description on the dataset page: huggingface.co/datasets/sachaarbonel/whisper-hallucinations.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/sachaarbonel/whisper-hallucinations ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/sachaarbonel/whisper-hallucinations ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text
- From keywords
- Computer Science & AI
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | sachaarbonel/whisper-hallucinations | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:audio | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |