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Category: Machine State Monitoring

renumics/dcase23-task2-enriched

Anomalous Sound DetectionMachine State Monitoring

This is an enriched version of the DCASE 2023 Challenge Task 2 dataset, focusing on audio classification tasks such as anomaly detection, abnormal sound detection, and machine condition monitoring. The dataset augments the original MIMII DG and ToyADMOS2 data with embeddings generated by a pretrained audio spectrogram transformer and benchmark results from the official challenge, facilitating research in unsupervised learning and domain generalization.

Source hugging_faceUpdated Jun 6, 2023389 viewsLinked
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