TY - GEN
T1 - Multiframe echo suppression based on orthogonal signal decompositions
AU - Huang, Hai
AU - Hofmann, Christian
AU - Kellermann, Walter
AU - Chen, Jingdong
AU - Benesty, Jacob
N1 - Publisher Copyright:
© 2016 VDE VERLAG GMBH.
PY - 2016
Y1 - 2016
N2 - Acoustic echo arises due to the acoustic coupling between a loudspeaker and a microphone in a full-duplex voice communication device. Recently, the use of only acoustic echo suppression (AES) has been proposed without precise echo path estimation. In this paper, we propose an extension to the scheme of the multiframe Wiener filter. A non-parametric variable step-size (NPVSS) normalized-least-mean-square (NLMS) algorithm is used to estimate the echo signal in every STFT bin and time frame. Based on the orthogonal signal decompositions, we discuss how to form different echo suppression filters by optimizing different cost functions. We cover the design of the Wiener, MVDR, tradeoff, and LCMV filters. From a theoretical point of view, the Wiener and tradeoff filters are identical to the MVDR filter up to a scaling factor. Experimental results demonstrate that the developed filters can efficiently attenuate the undesired echo and the estimate near-end signal with little distortion.
AB - Acoustic echo arises due to the acoustic coupling between a loudspeaker and a microphone in a full-duplex voice communication device. Recently, the use of only acoustic echo suppression (AES) has been proposed without precise echo path estimation. In this paper, we propose an extension to the scheme of the multiframe Wiener filter. A non-parametric variable step-size (NPVSS) normalized-least-mean-square (NLMS) algorithm is used to estimate the echo signal in every STFT bin and time frame. Based on the orthogonal signal decompositions, we discuss how to form different echo suppression filters by optimizing different cost functions. We cover the design of the Wiener, MVDR, tradeoff, and LCMV filters. From a theoretical point of view, the Wiener and tradeoff filters are identical to the MVDR filter up to a scaling factor. Experimental results demonstrate that the developed filters can efficiently attenuate the undesired echo and the estimate near-end signal with little distortion.
UR - http://www.scopus.com/inward/record.url?scp=85073227642&partnerID=8YFLogxK
M3 - 会议稿件
AN - SCOPUS:85073227642
T3 - Speech Communication - 12. ITG-Fachtagung Sprachkommunikation
SP - 287
EP - 291
BT - Speech Communication - 12. ITG-Fachtagung Sprachkommunikation
PB - VDE Verlag GmbH
T2 - 12. ITG-Fachtagung Sprachkommunikation - 12th ITG Conference on Speech Communication
Y2 - 5 October 2016 through 7 October 2016
ER -