Robust Auditory Functions Based on Probabilistic Integration of MUSIC and CGMM

Robust Auditory Functions Based on Probabilistic Integration of MUSIC and CGMM

Sound source localization and separation are essential functions for robot audition to comprehend acoustic environments. The widely-used multiple signal classification (MUSIC) can precisely estimate the directions of arrival (DoAs) of multiple sound sources if its hyperparameters are selected approp...

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Bibliographic Details
Main Authors: Yoshiaki Bando, Yoshiki Masuyama, Yoko Sasaki, Masaki Onishi
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Robot audition
multichannel signal processing
sound source localization
sound source separation
Bayesian signal processing
Online Access:https://ieeexplore.ieee.org/document/9371696/

Internet

https://ieeexplore.ieee.org/document/9371696/

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