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09/18/2023
Synth-AC: Enhancing Audio Captioning with Synthetic Supervision
Data-driven approaches hold promise for audio captioning. However, the d...
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09/14/2023
Hierarchical Metadata Information Constrained Self-Supervised Learning for Anomalous Sound Detection Under Domain Shift
Self-supervised learning methods have achieved promising performance for...
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08/27/2023
Anomalous Sound Detection Using Self-Attention-Based Frequency Pattern Analysis of Machine Sounds
Different machines can exhibit diverse frequency patterns in their emitt...
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05/05/2023
Time-weighted Frequency Domain Audio Representation with GMM Estimator for Anomalous Sound Detection
Although deep learning is the mainstream method in unsupervised anomalou...
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04/07/2023
Anomalous Sound Detection using Audio Representation with Machine ID based Contrastive Learning Pretraining
Existing contrastive learning methods for anomalous sound detection refi...
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04/07/2023
Graph Attention for Automated Audio Captioning
State-of-the-art audio captioning methods typically use the encoder-deco...
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10/22/2022
Neural Sound Field Decomposition with Super-resolution of Sound Direction
Sound field decomposition predicts waveforms in arbitrary directions usi...
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01/14/2022
Anomalous Sound Detection using Spectral-Temporal Information Fusion
Unsupervised anomalous sound detection aims to detect unknown abnormal s...
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01/10/2022