A newer version of the Gradio SDK is available:
6.8.0
metadata
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
License
CC-BY-4.0