| title: AnomalyMachine-50K Demo | |
| colorFrom: red | |
| colorTo: gray | |
| sdk: gradio | |
| sdk_version: 4.35.0 | |
| python_version: "3.10" | |
| app_file: app.py | |
| pinned: true | |
| license: cc-by-4.0 | |
| # AnomalyMachine-50K Demo | |
| Interactive demo for the AnomalyMachine-50K synthetic industrial machine sound anomaly detection dataset. | |
| ## Features | |
| - **Anomaly Detection**: Upload audio or record live to detect anomalies in machine sounds | |
| - **Dataset Exploration**: Browse example spectrograms for each machine type | |
| ## Dataset | |
| - **50,000** synthetic audio clips | |
| - **6** machine types (fan, pump, compressor, conveyor_belt, electric_motor, valve) | |
| - **5** anomaly types (bearing_fault, imbalance, cavitation, overheating, obstruction) | |
| - **10 seconds** per clip at **22,050 Hz** | |
| [View Dataset →](https://huggingface.co/datasets/AnomalyMachine-50K) | |
| ## License | |
| CC-BY-4.0 | |