A blind approach to joint noise and acoustic echo cancellation

被引:0
|
作者
Low, SY [1 ]
Nordholm, S [1 ]
机构
[1] WATRI, Crawley, WA 6009, Australia
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper introduces a new scheme which combines the popular blind signal separation (BSS) and a post-processor to jointly suppress noise and acoustic echo. The new L element structure uses the BSS as a front-end processor to spatially extract the target signal from the interference (noise and echo). Statistical measures are then employed to select the target signal dominant signal from the BSS outputs. The remaining L - 1 BSS outputs (noise and echo dominant) and the existing far-end line echo are then used as the reference signals in an adaptive noise canceller (ANC) to temporally enhance the target signal. The novel structure bypasses the need for any a priori information whilst compensating the separation quality of the BSS temporally. Real room evaluations demonstrate the efficacy of the scheme in both noisy double-talk and non double-talk situation.
引用
收藏
页码:69 / 72
页数:4
相关论文
共 50 条
  • [41] Evaluation of a Channel Decorrelation Approach for Stereo Acoustic Echo Cancellation
    Romoli, Laura
    Cecchi, Stefania
    Piazza, Francesco
    2013 8TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS (ISPA), 2013, : 783 - 788
  • [42] Stereophonic acoustic echo cancellation based on semi-blind source separation
    Cheng, Guoliang
    Ruan, Haoxin
    Hu, Yuxiang
    Zhu, Changbao
    Cao, Zhanzhong
    Lu, Jing
    APPLIED ACOUSTICS, 2024, 216
  • [43] On dealing with sampling rate mismatches in blind source separation and acoustic echo cancellation
    Robledo-Amuncio, Enrique
    Wada, Ted S.
    Juang, Biing-Hwang
    2007 IEEE WORKSHOP ON APPLICATIONS OF SIGNAL PROCESSING TO AUDIO AND ACOUSTICS, 2007, : 285 - 288
  • [44] Distributed Combined Acoustic Echo Cancellation and Noise Reduction in Wireless Acoustic Sensor and Actuator Networks
    Ruiz, Santiago
    van Waterschoot, Toon
    Moonen, Marc
    IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2022, 30 : 534 - 547
  • [45] An Improved Probe Noise Approach for Acoustic Feedback Cancellation
    Guo, Meng
    Jensen, Soren Holdt
    Jensen, Jesper
    2012 IEEE 7TH SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP (SAM), 2012, : 497 - 500
  • [46] Integrated noise reduction and acoustic echo cancellation in hands-free systems
    Kuo, SM
    Gan, WS
    Asthana, P
    ISPACS 2005: PROCEEDINGS OF THE 2005 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS, 2005, : 805 - 808
  • [47] Acoustic Echo Cancellation Algorithm Based on Kalman Filtering of Skewed Observation Noise
    Qian, Huaming
    Wang, Fei
    Liu, Xin
    IEEE SENSORS JOURNAL, 2024, 24 (05) : 6626 - 6633
  • [48] On integrating acoustic echo and noise cancellation systems for hands-free telephony
    Park, SJ
    Cho, CG
    Lee, C
    Youn, DH
    2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDINGS: VOL I: SPEECH PROCESSING 1; VOL II: SPEECH PROCESSING 2 IND TECHNOL TRACK DESIGN & IMPLEMENTATION OF SIGNAL PROCESSING SYSTEMS NEURALNETWORKS FOR SIGNAL PROCESSING; VOL III: IMAGE & MULTIDIMENSIONAL SIGNAL PROCESSING MULTIMEDIA SIGNAL PROCESSING, 2001, : 961 - 964
  • [49] Acoustic Echo and Noise Cancellation using Kalman Filter in a Modified GSC Framework
    Tanan, Subhash C.
    Nathwani, Karan
    Jain, Ayush
    Hegde, Rajesh M.
    Rani, Ruchi
    Tripathy, Abhijit
    CONFERENCE RECORD OF THE 2014 FORTY-EIGHTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, 2014, : 477 - 481
  • [50] Real-Time Joint Personalized Speech Enhancement and Acoustic Echo Cancellation
    Eskimez, Sefik Emre
    Yoshioka, Takuya
    Ju, Alex
    Tang, Min
    Parnamaa, Tanel
    Wang, Huaming
    INTERSPEECH 2023, 2023, : 1050 - 1054