Icassp 2023 acoustic echo cancellation challenge

R Cutler, A Saabas, T Pärnamaa… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
The ICASSP 2023 Acoustic Echo Cancellation Challenge is intended to stimulate research
in acoustic echo cancellation (AEC), which is an important area of speech enhancement and …

ICASSP 2021 acoustic echo cancellation challenge: Datasets, testing framework, and results

K Sridhar, R Cutler, A Saabas… - ICASSP 2021-2021 …, 2021 - ieeexplore.ieee.org
The ICASSP 2021 Acoustic Echo Cancellation Challenge is intended to stimulate research
in the area of acoustic echo cancellation (AEC), which is an important part of speech …

[PDF][PDF] INTERSPEECH 2021 Acoustic Echo Cancellation Challenge.

R Cutler, A Saabas, T Pärnamaa, M Loide, S Sootla… - Interspeech, 2021 - isca-archive.org
Abstract The INTERSPEECH 2021 Acoustic Echo Cancellation Challenge is intended to
stimulate research in the area of acoustic echo cancellation (AEC), which is an important …

Acoustic echo cancellation with the dual-signal transformation LSTM network

NL Westhausen, BT Meyer - ICASSP 2021-2021 IEEE …, 2021 - ieeexplore.ieee.org
This paper applies the dual-signal transformation LSTM network (DTLN) to the task of real-
time acoustic echo cancellation (AEC). The DTLN combines a short-time Fourier transform …

AECMOS: A speech quality assessment metric for echo impairment

M Purin, S Sootla, M Sponza… - ICASSP 2022-2022 …, 2022 - ieeexplore.ieee.org
Traditionally, the quality of acoustic echo cancellers is evaluated using intrusive speech
quality assessment measures such as ERLE [1] and PESQ [2], or by carrying out subjective …

FT-LSTM based complex network for joint acoustic echo cancellation and speech enhancement

S Zhang, Y Kong, S Lv, Y Hu, L Xie - arXiv preprint arXiv:2106.07577, 2021 - arxiv.org
With the increasing demand for audio communication and online conference, ensuring the
robustness of Acoustic Echo Cancellation (AEC) under the complicated acoustic scenario …

Combining adaptive filtering and complex-valued deep postfiltering for acoustic echo cancellation

MM Halimeh, T Haubner, A Briegleb… - ICASSP 2021-2021 …, 2021 - ieeexplore.ieee.org
In this contribution, we introduce a novel approach to noise-robust acoustic echo
cancellation employing a complex-valued Deep Neural Network (DNN) for postfiltering. In a …

Weighted recursive least square filter and neural network based residual echo suppression for the aec-challenge

Z Wang, Y Na, Z Liu, B Tian, Q Fu - ICASSP 2021-2021 IEEE …, 2021 - ieeexplore.ieee.org
This paper presents a real-time Acoustic Echo Cancellation (AEC) algorithm submitted to the
AEC-Challenge. The algorithm consists of three modules: Generalized Cross-Correlation …

Low-complexity acoustic echo cancellation with neural Kalman filtering

D Yang, F Jiang, W Wu, X Fang… - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
The Kalman filter has been adopted in acoustic echo cancellation due to its robustness to
double-talk, fast convergence, and good steady-state performance. The performance of …

Deep residual echo suppression with a tunable tradeoff between signal distortion and echo suppression

A Ivry, I Cohen, B Berdugo - ICASSP 2021-2021 IEEE …, 2021 - ieeexplore.ieee.org
In this paper, we propose a residual echo suppression method using a UNet neural network
that directly maps the outputs of a linear acoustic echo canceler to the desired signal in the …