Title :
Phase and level difference fusion for robust multichannel source separation
Author :
Traa, Johannes ; Minje Kim ; Smaragdis, Paris
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract :
Inter-channel phase (IPD) and level (ILD) differences are common features in multichannel source separation algorithms like DUET and MENUET. However, their utility depends strongly on the configuration of the array and what microphone pairs are used to calculate them. IPDs are most useful when extracted from microphones that are close together as this avoids spatial aliasing. In contrast, ILD clusters are only well separated for widely spaced microphones. We investigate this trade-off between IPD and ILD features and propose a method to best combine them for multichannel source separation. Experimental results demonstrate the utility of this approach.
Keywords :
microphone arrays; source separation; DUET; ILD fusion; IPD fusion; MENUET; interchannel level difference fusion; interchannel phase difference fusion; microphone pair; robust multichannel source separation algorithm; spatial aliasing avoidance; Acoustics; Arrays; Feature extraction; Microphones; Source separation; Speech; Time-frequency analysis; RANSAC; circular statistics; source separation;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6854894