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05/19/2021
Unsupervised Discriminative Learning of Sounds for Audio Event Classification
Recent progress in network-based audio event classification has shown th...
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07/12/2020
Visualizing Classification Structure in Deep Neural Networks
We propose a measure to compute class similarity in large-scale classifi...
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01/27/2020
An Ontology-Aware Framework for Audio Event Classification
Recent advancements in audio event classification often ignore the struc...
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08/07/2019
Self-supervised Attention Model for Weakly Labeled Audio Event Classification
We describe a novel weakly labeled Audio Event Classification approach b...
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07/06/2018
Deep Multiple Instance Feature Learning via Variational Autoencoder
We describe a novel weakly supervised deep learning framework that combi...
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06/18/2018
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification
In this work, we propose an ensemble of classifiers to distinguish betwe...
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06/15/2018