Binaural speech enhancement using a codebook based approach

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

4 Citationer (Scopus)

Resumé

Enhancement of speech in non stationary noise environments has been a major research topic due to its wide range of applications, e.g., in hearing aids. This paper proposes a method for performing dual channel speech enhancement. The proposed method involves the estimation of speech and noise short term predictor (STP) parameters using a codebook based approach, when we have access to binaural noisy signals. The estimated STP parameters are subsequently used for enhancement in a dual channel scenario. Objective measures indicate, that the proposed method is able to improve the speech intelligibility and quality.
OriginalsprogEngelsk
TitelAcoustic Signal Enhancement (IWAENC), 2016 IEEE International Workshop on
Antal sider5
ForlagIEEE
Publikationsdatosep. 2016
ISBN (Trykt)978-1-5090-2007-2
ISBN (Elektronisk)978-1-5090-2008-9
DOI
StatusUdgivet - sep. 2016
BegivenhedInternational Workshop on Acoustic echo and Noise Control (IWAENC) 2016 - Xi'an, Kina
Varighed: 13 sep. 2016 → …

Konference

KonferenceInternational Workshop on Acoustic echo and Noise Control (IWAENC) 2016
LokationXi'an
LandKina
Periode13/09/2016 → …
NavnProceedings of the International Workshop in Acoustic Echo and Noise Control (IWAENC)

Fingerprint

Speech enhancement
Speech intelligibility
Hearing aids

Citer dette

Kavalekalam, M. S., Christensen, M. G., & Boldt, J. B. (2016). Binaural speech enhancement using a codebook based approach. I Acoustic Signal Enhancement (IWAENC), 2016 IEEE International Workshop on IEEE. Proceedings of the International Workshop in Acoustic Echo and Noise Control (IWAENC) https://doi.org/10.1109/IWAENC.2016.7602908
Kavalekalam, Mathew Shaji ; Christensen, Mads Græsbøll ; Boldt, Jesper B. / Binaural speech enhancement using a codebook based approach. Acoustic Signal Enhancement (IWAENC), 2016 IEEE International Workshop on. IEEE, 2016. (Proceedings of the International Workshop in Acoustic Echo and Noise Control (IWAENC)).
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abstract = "Enhancement of speech in non stationary noise environments has been a major research topic due to its wide range of applications, e.g., in hearing aids. This paper proposes a method for performing dual channel speech enhancement. The proposed method involves the estimation of speech and noise short term predictor (STP) parameters using a codebook based approach, when we have access to binaural noisy signals. The estimated STP parameters are subsequently used for enhancement in a dual channel scenario. Objective measures indicate, that the proposed method is able to improve the speech intelligibility and quality.",
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Kavalekalam, MS, Christensen, MG & Boldt, JB 2016, Binaural speech enhancement using a codebook based approach. i Acoustic Signal Enhancement (IWAENC), 2016 IEEE International Workshop on. IEEE, Proceedings of the International Workshop in Acoustic Echo and Noise Control (IWAENC), Kina, 13/09/2016. https://doi.org/10.1109/IWAENC.2016.7602908

Binaural speech enhancement using a codebook based approach. / Kavalekalam, Mathew Shaji; Christensen, Mads Græsbøll; Boldt, Jesper B.

Acoustic Signal Enhancement (IWAENC), 2016 IEEE International Workshop on. IEEE, 2016. (Proceedings of the International Workshop in Acoustic Echo and Noise Control (IWAENC)).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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N2 - Enhancement of speech in non stationary noise environments has been a major research topic due to its wide range of applications, e.g., in hearing aids. This paper proposes a method for performing dual channel speech enhancement. The proposed method involves the estimation of speech and noise short term predictor (STP) parameters using a codebook based approach, when we have access to binaural noisy signals. The estimated STP parameters are subsequently used for enhancement in a dual channel scenario. Objective measures indicate, that the proposed method is able to improve the speech intelligibility and quality.

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Kavalekalam MS, Christensen MG, Boldt JB. Binaural speech enhancement using a codebook based approach. I Acoustic Signal Enhancement (IWAENC), 2016 IEEE International Workshop on. IEEE. 2016. (Proceedings of the International Workshop in Acoustic Echo and Noise Control (IWAENC)). https://doi.org/10.1109/IWAENC.2016.7602908