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Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection

In the emerging field of acoustic novelty detection, most research efforts are devoted to probabilistic approaches such as mixture models or state-space models. Only recent studies introduced (pseudo-)generative models for acoustic novelty detection with recurrent neural networks in the form of an a...

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Bibliografiske detaljer
Udgivet i:Comput Intell Neurosci
Main Authors: Marchi, Erik, Vesperini, Fabio, Squartini, Stefano, Schuller, Björn
Format: Artigo
Sprog:Inglês
Udgivet: Hindawi Publishing Corporation 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5274684/
https://ncbi.nlm.nih.gov/pubmed/28182121
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2017/4694860
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