Monaural speech enhancement using U-net fused with multi-head self-attention

被引:0
|
作者
Fan, Junyi [1 ]
Yang, Jibin [2 ]
Zhang, Xiongwei [2 ]
Zheng, Changyan [3 ]
机构
[1] Graduate School, Army Engineering University, Nanjing,210007, China
[2] College of Command and Control Engineering, Army Engineering University, Nanjing,210007, China
[3] Department of Test Control, High-tech Institute, Qingzhou,262500, China
来源
Shengxue Xuebao/Acta Acustica | 2022年 / 47卷 / 06期
关键词
45;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:703 / 716
相关论文
共 50 条
  • [1] Monaural speech enhancement using U-net fused with multi-head self-attention
    FAN Junyi
    YANG Jibin
    ZHANG Xiongwei
    ZHENG Changyan
    Chinese Journal of Acoustics, 2023, 42 (01) : 98 - 118
  • [2] A Nested U-Net With Self-Attention and Dense Connectivity for Monaural Speech Enhancement
    Xiang, Xiaoxiao
    Zhang, Xiaojuan
    Chen, Haozhe
    IEEE SIGNAL PROCESSING LETTERS, 2022, 29 : 105 - 109
  • [3] SPEECH ENHANCEMENT USING SELF-ADAPTATION AND MULTI-HEAD SELF-ATTENTION
    Koizumi, Yuma
    Yatabe, Kohei
    Delcroix, Marc
    Masuyama, Yoshiki
    Takeuchi, Daiki
    2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 181 - 185
  • [4] U-Former: Improving Monaural Speech Enhancement with Multi-head Self and Cross Attention
    Xu, Xinmeng
    Hao, Jianjun
    2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2022, : 663 - 669
  • [5] Masked multi-head self-attention for causal speech enhancement
    Nicolson, Aaron
    Paliwal, Kuldip K.
    SPEECH COMMUNICATION, 2020, 125 : 80 - 96
  • [6] CHARACTERIZING SPEECH ADVERSARIAL EXAMPLES USING SELF-ATTENTION U-NET ENHANCEMENT
    Yang, Chao-Han
    Qi, Jun
    Chen, Pin-Yu
    Ma, Xiaoli
    Lee, Chin-Hui
    2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 3107 - 3111
  • [7] Speech enhancement method based on the multi-head self-attention mechanism
    Chang X.
    Zhang Y.
    Yang L.
    Kou J.
    Wang X.
    Xu D.
    Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University, 2020, 47 (01): : 104 - 110
  • [8] Symmetric Connected U-Net with Multi-Head Self Attention (MHSA) and WGAN for Image Inpainting
    Hou, Yanyang
    Ma, Xiaopeng
    Zhang, Junjun
    Guo, Chenxian
    SYMMETRY-BASEL, 2024, 16 (11):
  • [9] Adaptive Pruning for Multi-Head Self-Attention
    Messaoud, Walid
    Trabelsi, Rim
    Cabani, Adnane
    Abdelkefi, Fatma
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2023, PT II, 2023, 14126 : 48 - 57
  • [10] DILATED RESIDUAL NETWORK WITH MULTI-HEAD SELF-ATTENTION FOR SPEECH EMOTION RECOGNITION
    Li, Runnan
    Wu, Zhiyong
    Jia, Jia
    Zhao, Sheng
    Meng, Helen
    2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2019, : 6675 - 6679