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researcher

P. Gerstoft

13 papers hereh-index 6114.2k citations559 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author6
  • last author4

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • eess.SP4
  • cs.LG3
  • cs.SD2
  • eess.AS2
  • cs.IT1
  • physics.ao-ph1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedDeep-learning source localization using multi-frequency magnitude-only data

163 citations · 214 across the 6 of their papers we have counts for

collaborators
Showing eess.ASShow all

2 papers · 1 filter

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…

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