Towards End-to-End Acoustic Localization Using Deep Learning: From Audio Signals to Source Position Coordinates

This paper presents a novel approach for indoor acoustic source localization using microphone arrays, based on a Convolutional Neural Network (CNN). In the proposed solution, the CNN is designed to directly estimate the three-dimensional position of a single acoustic source using the raw audio signa...

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Detalles Bibliográficos
Autores principales: Vera-Diaz, Juan Manuel, Pizarro, Daniel, Macias-Guarasa, Javier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210564/
https://www.ncbi.nlm.nih.gov/pubmed/30322007
http://dx.doi.org/10.3390/s18103418

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210564/
https://www.ncbi.nlm.nih.gov/pubmed/30322007
http://dx.doi.org/10.3390/s18103418

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