DocumentCode
1833596
Title
Using reverberation time estimates in blind separation of acoustic sources
Author
Barreto Haddad, Diego ; Rembold Petraglia, Mariane ; Bulkool Batalheiro, Paulo
Author_Institution
Fed. Center for Technol. Educ. (CEFET-RJ), Nova Iguacu, Brazil
fYear
2013
fDate
11-14 Aug. 2013
Firstpage
153
Lastpage
157
Abstract
Blind separation techniques of sound sources, designed to work with voice signals, present a performance highly dependent on the number of coefficients of the separation system. In general, different environments require different lengths of separation filters. This paper proposes the use of reverberation time information arising from lateral blind estimation techniques for tuning the degree of freedom of the separation system in order to blindly obtain a reasonable source-to-distortion ratio (SDR). This tuning enables, for example, that the complexity of the separation system be adjusted in each band if a subband structure is employed for sources separation.
Keywords
acoustic generators; acoustic signal processing; blind source separation; filtering theory; reverberation; speech processing; SDR; acoustic sources; blind separation techniques; degree-of-freedom; lateral blind estimation techniques; reverberation time estimation; separation filter lengths; separation system coefficients; separation system complexity; sound sources; source separation; source-to-distortion ratio; subband structure; voice signals; Conferences; Estimation; Measurement; Reverberation; Source separation; Speech; Blind Estimation of Reverberation Time; Blind Source Separation; Subband Structures;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Signal Processing and Signal Processing Education Meeting (DSP/SPE), 2013 IEEE
Conference_Location
Napa, CA
Print_ISBN
978-1-4799-1614-6
Type
conf
DOI
10.1109/DSP-SPE.2013.6642582
Filename
6642582
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