mandipgoswami/AnomalyMachine-50K
Dataset Summary AnomalyMachine-50K is a fully synthetic industrial machine sound anomaly detection dataset designed for research on acoustic monitoring, predictive maintenance, and sound event detection.The dataset contains 50,000 monaural audio clips, each 10 seconds long at 22,050 Hz, covering six industrial machine types, multiple operating conditions, and diverse anomaly types under different signal-to-noise ratios. The dataset is generated entirely via signal-processing… See the full description on the dataset page: https://huggingface.co/datasets/mandipgoswami/AnomalyMachine-50K.
| Author / organization | mandipgoswami |
|---|---|
| License (as declared) | cc-by-4.0 |
| Downloads | 711 (as reported by Hugging Face) |
| Likes | 2 |
| Created | 18 February 2026 |
| Last updated at source | 18 February 2026 |
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Recent changes
- 17 Oct 2026 Description: Dataset Summary AnomalyMachine-50K is a fully synthetic industrial machine sound anomaly detection dataset designed for research on acoustic monitoring, predictive maintenance, and sound event detection.The dataset contains 50,000 monaural → Dataset Summary AnomalyMachine-50K is a fully synthetic industrial machine sound anomaly detection dataset designed for research on acoustic monitoring, predictive maintenance, and sound event detection.The dataset contains 50,000 monaural
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