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Jointly gaussian pdf based likelihood ratio test for voice activity detection

Górriz, J. M., Lang, Elmar, Ramírez, J. and Puntonet, Carlos G. (2008) Jointly gaussian pdf based likelihood ratio test for voice activity detection. IEEE transactions on audio, speech and language processing: T-ASL 16 (8), pp. 1565-1578.

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This paper presents a novel voice activity detector (VAD) for improving speech detection robustness in noisy environments and the performance of speech recognition systems in real-time applications. The algorithm is based on a generalized complex Gaussian (GCG) observation model and defines an optimal likelihood ratio test (LRT) involving multiple and correlated observations (MCO) based on ...


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Item type:Article
Institutions:Biology, Preclinical Medicine > Institut für Biophysik und physikalische Biochemie > Prof. Dr. Elmar Lang
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Dewey Decimal Classification:500 Science > 570 Life sciences
Created at the University of Regensburg:Unknown
Item ID:16906
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