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Hands-free telecommunication systems usually employ subsystems for acoustic echo cancellation (AEC), listening-room compensation (LRC) and noise reduction in combination. This contribution discusses a combined system of a two-stage AEC filter and an LRC filter to remove reverberation introduced by the listening room. An inner AEC is used to achieve initial echo reduction and to perform system identification needed for the LRC filter. An additional outer AEC is used to further reduce the acoustic echoes. The performance of proportionate filter update schemes such as the so-called proportionate normalized least mean squares algorithm (PNLMS) or the improved PNLMS (IPNLMS) for system identification of equalized impulse response (IR) are shown and the mutual influences of the subsystems are analyzed. If the LRC filter succeeds in shaping a sparse overall IR for the concatenated system of LRC filter and room impulse response (RIR), the PNLMS performs best since it is optimized for the identification of sparse IRs. However, the equalization may be imperfect due to channel estimation errors in periods of convergence and due to the so-called tail-effect of AEC, i.e. the fact that only the first part of an RIR is identified in practical systems. The IPNLMS is more appropriate in this case to identify the equalized IR.
Author (s): Goetze, Stefan; Xiong, Feifei; Jungmann, Jan Ole; Kallinger, Markus; Kammeyer, Karl-Dirk; Mertins, Alfred
Affiliation:
Fraunhofer Institute for Digital Media Technology IDMT, Oldenburg, Germany; University of Bremen, Bremen, Germany; University of Lübeck, Lübeck, Germany; University of Oldenburg, Oldenburg, Germany
(See document for exact affiliation information.)
AES Convention: 130
Paper Number:8437
Publication Date:
2011-05-06
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Session subject:
Posters: Room Acoutsics
Permalink: https://aes2.org/publications/elibrary-page/?id=15904
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Goetze, Stefan; Xiong, Feifei; Jungmann, Jan Ole; Kallinger, Markus; Kammeyer, Karl-Dirk; Mertins, Alfred; 2011; System Identification of Equalized Room Impulse Responses by an Acoustic Echo Canceller Using Proportionate LMS Algorithms [PDF]; Fraunhofer Institute for Digital Media Technology IDMT, Oldenburg, Germany; University of Bremen, Bremen, Germany; University of Lübeck, Lübeck, Germany; University of Oldenburg, Oldenburg, Germany; Paper 8437; Available from: https://aes2.org/publications/elibrary-page/?id=15904
Goetze, Stefan; Xiong, Feifei; Jungmann, Jan Ole; Kallinger, Markus; Kammeyer, Karl-Dirk; Mertins, Alfred; System Identification of Equalized Room Impulse Responses by an Acoustic Echo Canceller Using Proportionate LMS Algorithms [PDF]; Fraunhofer Institute for Digital Media Technology IDMT, Oldenburg, Germany; University of Bremen, Bremen, Germany; University of Lübeck, Lübeck, Germany; University of Oldenburg, Oldenburg, Germany; Paper 8437; 2011 Available: https://aes2.org/publications/elibrary-page/?id=15904
@article{goetze2011system,
author={goetze stefan and xiong feifei and jungmann jan ole and kallinger markus and kammeyer karl-dirk and mertins alfred},
journal={journal of the audio engineering society},
title={system identification of equalized room impulse responses by an acoustic echo canceller using proportionate lms algorithms},
year={2011},
number={8437},
month={may},}
TY – paper
TI – System Identification of Equalized Room Impulse Responses by an Acoustic Echo Canceller Using Proportionate LMS Algorithms
AU – Goetze, Stefan
AU – Xiong, Feifei
AU – Jungmann, Jan Ole
AU – Kallinger, Markus
AU – Kammeyer, Karl-Dirk
AU – Mertins, Alfred
PY – 2011
JO – Journal of the Audio Engineering Society
VL – 8437
Y1 – May 2011