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Sound source separation in the higher order ambisonics domain

Abstract : In this article we investigate how the local Gaussian model (LGM) can be applied to separate sound sources in the higher-order ambisonics (HOA) domain. First, we show that in the HOA domain, the mathematical formalism of the local Gaussian model remains the same as in the microphone domain. Second, using an off-the shelf source separation toolbox (FASST) based on the local Gaussian model, we validate the efficiency of the approach in the HOA domain by comparing the performance of toolbox in the HOA domain with its performance in the microphone domain. To do this we discuss and run some simulations to ensure a fair comparison. Third, we check the efficiency of the local Gaussian model compared to other available source separation techniques in the HOA domain. Simulation results show that separating sources in the HOA domain results in a 1 to 12 dB increase in signal-to-distortion ratio, compared to the microphone domain. Multichannel source separation, local Gaussian model, Wiener filtering, 3D audio, Higher Order Ambisonics (HOA).
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https://hal.inria.fr/hal-02161949
Contributor : Mohammed Hafsati <>
Submitted on : Friday, June 21, 2019 - 11:44:14 AM
Last modification on : Thursday, January 7, 2021 - 4:35:27 PM

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  • HAL Id : hal-02161949, version 1

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Mohammed Hafsati, Nicolas Epain, Rémi Gribonval, Nancy Bertin. Sound source separation in the higher order ambisonics domain. DAFx 2019 - 22nd International Conference on Digital Audio Effects, Sep 2019, Birmingham, United Kingdom. pp.1-7. ⟨hal-02161949⟩

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