Sound Source Separation

Book chapter

Open access

Peer reviewed

G Evangelista, S Marchand, MD Plumbley and E Vincent

DAFX: Digital Audio Effects, pp.551-588

John Wiley & Sons, Ltd

10/03/2011

Abstract

sound source separation

sound recording and processing - need for specific digital audio effects for sounds

time-frequency representations - decreasing overlap between sources

actual source separation techniques - and quality assessment

delay-and-sum beamformer and null beamformer - fixed designs

and source DOAs

frequency domain independent component analysis

distribution

power-normalized magnitude STFT coefficients of speech source

computational auditory scene analysis (CASA) - artificial systems

mimicking localization-separation process

binaural source separation

source segregation - spatial cues

extracted from signals at both ears

separation of sources from single-channel (monophonic) mixtures - challenging

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url

http://onlinelibrary.wiley.com/doi/10.1002/9781119991298.ch14/summaryView

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