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eess.AS2020
SSLIDE: Sound Source Localization for Indoors based on Deep Learning
Yifan Wu, Roshan Ayyalasomayajula, Michael J. Bianco +2
This paper presents SSLIDE, Sound Source Localization for Indoors using DEep learning, which applies deep neural networks (DNNs) with encoder-decoder structure to localize sound so…
eess.AS2020
Semi-supervised source localization with deep generative modeling
Michael J. Bianco, Sharon Gannot, Peter Gerstoft
We propose a semi-supervised localization approach based on deep generative modeling with variational autoencoders (VAEs). Localization in reverberant environments remains a challe…