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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...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2018
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| Materias: | |
| 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 |