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Interactive quality enhancement in acoustic echo cancellation
Classical adaptive algorithms for acoustic echo cancellation (AEC) are often based on error-driven optimization strategies, such as the mean-square error minimization. However, these approaches do not always satisfy the quality requirements demanded by users that avail of such audio signal processing systems. In order to meet subjective specifications,
COMMINIELLO, DANILO +3 more
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A Kalman filter for stereophonic acoustic echo cancellation
2014 48th Asilomar Conference on Signals, Systems and Computers, 2014The stereophonic acoustic echo cancellation (SAEC) scheme was recently recast by using the widely linear (WL) model, i.e., as a single-input/single-output system with complex random variables. In this paper, we present a Kalman filter with individual control factors in the context of the WL model for SAEC.
Constantin Paleologu +3 more
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Acoustic Echo Cancelation for High Noise Environments
2006 IEEE International Conference on Multimedia and Expo, 2006Acoustic echo cancellation (AEC) is highly imperative for enhanced communication in noisy environments such as a car or a conference room. In this work, we present a dual-structured AEC architecture that improves both the convergence time and misadjustment of a conventional adaptive sub-band AEC algorithm in high noise environments.
Amit Chhetri +2 more
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Delayless frequency domain acoustic echo cancellation
IEEE Transactions on Speech and Audio Processing, 2001The computational complexity of classical time domain gradient-based echo cancellation algorithms might be prohibitively high, due to the very long response of the acoustic transfer functions involved. A reduction in computational complexity can be achieved by using frequency domain or subband algorithms. However, these algorithms introduce an inherent
Yosef Bendel +3 more
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Acoustic Echo Cancellation Using Gaussian Processes
2009In this paper Gaussian process is applied to linear and nonlinear acoustic echo cancellation. Gaussian process is a kernel method in which predictions to new inputs are made based on the linear combination of kernel functions evaluated at each training data.
Jyun-ichiro Tomita, Yuzo Hirai
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Acoustic echo canceller with high speech quality
ICASSP '87. IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005Acoustic echo cancellers utilizing adaptive finite impulse response (FIR) filters conventionally incorporate learning identification (LI) also called the normalized least mean square (NLMS) adaptation algorithm. This echo cancellers have a serious problem in that colored signal input and incremental tap length degrade their echo cancellation ...
Hiroshi Yasukawa +2 more
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An improved method for stereo acoustic echo canceling
2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)., 2004The paper introduces an improved version of the well-known frequency-domain LMS. We cope with the correlation problem by choosing the step-size according to the correlation factor and by using a novel delay-and-add algorithm which makes use of changes in the transmission room. The combination of these techniques allows the distortion of the loudspeaker
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Acoustic echo-canceler using the FBAF algorithm
IEEE Transactions on Communications, 1994An acoustic echo-canceler for teleconferencing systems is realized based on the frequency bin adaptive filtering (FBAF) algorithm. In the FBAF algorithm, each frequency bin does an independent adaptive filtering, so that parallel processing can be used to increase the throughput of the system.
Mohammad Reza Asharif, Fumio Amano
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Acoustic Echo Cancellation Using Sub-Adaptive Filter
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 2006In this paper, we propose an improvement of acoustic echo cancellation (AEC) using sub adaptive filter (sub-ADF). In the acoustic echo cancellation, the step-size parameter of the adaptive filter in AEC must be changed according to the situations where a double talk and an echo path change occur.
Satoshi Ohta +2 more
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Deep Adaptation Control for Acoustic Echo Cancellation
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022Amir Ivry, Israel Cohen, Baruch Berdugo
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