TY - GEN
T1 - A Cascaded Semi-Blind Source Separation Method for Joint Acoustic Echo Cancellation, Interference Suppression, and Noise Reduction
AU - Wang, Xianrui
AU - Mo, Kaien
AU - Yang, Yichen
AU - Zhang, Liyuan
AU - Makino, Shoji
AU - Chen, Jingdong
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Acoustic echo cancellation (AEC), interference suppression, and noise reduction play important roles in full-duplex communication. However, conventional systems that cascade adaptive filters and beamformers often experience a degradation in performance during doubletalk situations. To tackle this issue, this paper presents a multichannel semi-blind-source-separation (SBSS) method that combines the element-wise iterative source steering (EISS) AEC algorithm with a geometrically constrained independent vector analysis source extraction algorithm for full-duplex communications. Simulation results confirm the effectiveness of the proposed method.
AB - Acoustic echo cancellation (AEC), interference suppression, and noise reduction play important roles in full-duplex communication. However, conventional systems that cascade adaptive filters and beamformers often experience a degradation in performance during doubletalk situations. To tackle this issue, this paper presents a multichannel semi-blind-source-separation (SBSS) method that combines the element-wise iterative source steering (EISS) AEC algorithm with a geometrically constrained independent vector analysis source extraction algorithm for full-duplex communications. Simulation results confirm the effectiveness of the proposed method.
KW - Acoustic echo cancellation
KW - interference suppression
KW - noise reduction
KW - semi-blind source separation
UR - http://www.scopus.com/inward/record.url?scp=85207219811&partnerID=8YFLogxK
U2 - 10.1109/IWAENC61483.2024.10694572
DO - 10.1109/IWAENC61483.2024.10694572
M3 - 会议稿件
AN - SCOPUS:85207219811
T3 - 2024 18th International Workshop on Acoustic Signal Enhancement, IWAENC 2024 - Proceedings
SP - 369
EP - 373
BT - 2024 18th International Workshop on Acoustic Signal Enhancement, IWAENC 2024 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 18th International Workshop on Acoustic Signal Enhancement, IWAENC 2024
Y2 - 9 September 2024 through 12 September 2024
ER -