DocumentCode :
2810338
Title :
Theoretical musical-noise analysis and its generalization for methods of integrating beamforming and spectral subtraction based on higher-order statistics
Author :
Takahashi, Y. ; Saruwatari, Hiroshi ; Shikano, Kiyorhiro ; Kondo, Kazunobu
Author_Institution :
Nara Inst. of Sci. & Technol., Nara, Japan
fYear :
2010
fDate :
14-19 March 2010
Firstpage :
93
Lastpage :
96
Abstract :
In this paper, we conduct a theoretical analysis of the amount of musical noise generated via methods of integrating beamforming and spectral subtraction (SS) based on higher-order statistics under the same noise reduction performance condition. In our previous analysis, we did not consider the effect of flooring technique in SS and the fact that the noise reduction performances of the integration methods are not equivalent. Then, in this study, we analyze the amount of generated musical noise with consideration of such problems. As a result of the analysis, it is clarified that an appropriate structure depends on both the parameters of SS and the statistical characteristics of the input signal. Moreover, it is also revealed that a specific structure is proper to reduce the musical noise for almost all cases.
Keywords :
acoustic noise; acoustic signal processing; array signal processing; higher order statistics; music; beamforming; flooring technique; higher-order statistics; noise reduction performance; spectral subtraction; theoretical musical noise analysis; Acoustic distortion; Acoustic noise; Acoustic signal processing; Adaptive signal processing; Array signal processing; Higher order statistics; Microphone arrays; Noise generators; Noise reduction; Performance analysis; Musical noise; acoustic arrays; higher-order statistics; spectral subtraction; speech enhancement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
ISSN :
1520-6149
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2010.5496173
Filename :
5496173
Link To Document :
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