Spectro Temporal Fusion with CLSTM-Autoencoder based approach for Anomalous Sound Detection
Sign Up to like & getrecommendations! Published in 2024 at "Neural Processing Letters"
DOI: 10.1007/s11063-024-11485-4
Abstract: Deep learning models are proved efficient for complex learning tasks. Anomalous sound detection is one such complex task for which self-supervised deep architectures are emerging in recent days. Self-supervised deep models efficiently capture the underlying… read more here.
Keywords: detection; approach anomalous; self supervised; based approach ... See more keywords
Anomalous Sound Velocities of Antigorite at High Pressure and Implications for Detecting Serpentinization at Mantle Wedges
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DOI: 10.1029/2019gl082287
Abstract: Elastic properties of antigorite are important for interpretation of seismic mapping of serpentinization in the mantle wedge above subducting slabs. The compressional (VP) and shear (VS) wave velocities in pure antigorite aggregates were measured simultaneously… read more here.
Keywords: sound velocities; serpentinization mantle; anomalous sound; serpentinization ... See more keywords
Unsupervised anomalous sound detection method based on Gammatone spectrogram and adversarial autoencoder with attention mechanism
Sign Up to like & getrecommendations! Published in 2024 at "Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering"
DOI: 10.1177/09544089241258027
Abstract: Anomalous sound detection (ASD) is an important technology in the fourth industrial revolution, which can monitor the abnormal state of machine by identifying whether the sound of the machine is normal or not. However, in… read more here.
Keywords: detection; autoencoder; attention mechanism; sound ... See more keywords
Combined Data Augmentation on EANN to Identify Indoor Anomalous Sound Event
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DOI: 10.3390/app14041327
Abstract: Indoor abnormal sound event identification refers to the automatic detection and recognition of abnormal sounds in an indoor environment using computer auditory technology. However, the process of model training usually requires a large amount of… read more here.
Keywords: sound event; augmentation; anomalous sound; indoor anomalous ... See more keywords