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Blind Subband Beamforming for Speech Enhancement of Multiple Speakers
Ansvarig organisation
2006 (Engelska)Konferensbidrag, Publicerat paper (Refereegranskat) Published
Abstract [en]

A new blind microphone array method to enhance speech signals generated by multiple sources in a noisy environment is proposed. This approach is based on a two-stage scheme. A subband time-delay estimation algorithm is first used to localize the dominant speech sources. The speech enhancement is performed in a second stage, based on the acquired spatial information, by means of a spatially constrained subband beamformer. The robustness of this structure is ensured by the spatial constraint constructed to include the discrepancies in the acoustical environment model as well as errors in the time-delay estimation. Such scheme also allows for an efficient adaptation of the beamformer to speakers movement. The proposed subband approach for time-delay estimation exploits the sparseness of speech signals in the time-frequency domain to localize multiple speakers simultaneously. It also provides means to select the number of target sources. Evaluation in a real environment shows promising results.

Ort, förlag, år, upplaga, sidor
Singapore: IEEE , 2006.
Nyckelord [en]
Speech enhancement, beamforming, time-delay estimation, Kurtosis maximization
Nationell ämneskategori
Signalbehandling
Identifikatorer
URN: urn:nbn:se:bth-9070ISI: 000246793200207Lokalt ID: oai:bth.se:forskinfo75B855CD36009A69C1257333003488CDISBN: 10.1109/APCCAS.2006.342149 (tryckt)OAI: oai:DiVA.org:bth-9070DiVA, id: diva2:836846
Konferens
APCAAS
Tillgänglig från: 2012-09-18 Skapad: 2007-08-10 Senast uppdaterad: 2015-06-30Bibliografiskt granskad

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Claesson, Ingvar

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Claesson, Ingvar
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