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Ambisonics and blind source separation in virtual acoustics: Sound field reproduction of separated sources

Authors: Louis J. Dermagne; Philippe-Aubert Gauthier; Alain Berry;

Ambisonics and blind source separation in virtual acoustics: Sound field reproduction of separated sources

Abstract

Blind source separation (BSS) has many applications: sound scene analysis, speech recognition, medical signal processing, etc. However, most of these applications concern the temporal separation of signals. Studies have shown the effectiveness of separation in the ambisonic domain with spherical microphone recordings. Thanks to the ambisonic approach, it is possible to separate the directions of arrival of the sources. As such, BSS becomes a promising tool for sound field reproduction with loudspeakers arrays (WaveField Sythesis or Higher-Order Ambisonics). Thanks to spherical microphone arrays and Ambisonics principle, both spatial and temporal information are available. Therefore, it would be possible to reproduce the individual sound field of each separated source. Thus, one can remove a given source from a recording and reproduce the remaining sound field. The main objective of this work is to reproduce the sound field of one of the captured sources by removing the rest of it (sources or noise). The first part of the paper presents the methods for the BSS and corresponding sound field reproduction. The second part presents simulation results and investigates effect of measurement noise, spatial source separation, and reflection. [Work supported by NSERC Discovery grant.]

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
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