Model-based speech enhancement using a bone-conducted signal

P Kechichian, S. Srinivasan

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

8 Citaten (Scopus)

Samenvatting

Codebook-based single-microphone noise suppressors, which exploit prior knowledge about speech and noise statistics, provide better performance in nonstationary noise. However, as the enhancement involves a joint optimization over speech and noise codebooks, this results in high computational complexity. A codebook-based method is proposed that uses a reference signal observed by a bone-conduction microphone, and a mapping between air- and bone-conduction codebook entries generated during an offline training phase. A smaller subset of air-conducted speech codebook entries that accurately models the clean speech signal is selected using this reference signal. Experiments support the expected improvement in performance at low computational complexity
Originele taal-2Engels
Pagina's (van-tot)EL262-EL267
Aantal pagina's6
TijdschriftJournal of the Acoustical Society of America
Volume131
Nummer van het tijdschrift3
DOI's
StatusGepubliceerd - 2012

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