Surveillance Audio Attention Model Based on Spatial Audio Cues

被引:0
|
作者
Hang, Bo [1 ,2 ]
Hu, RuiMin [2 ]
Yang, YuHong [2 ]
Ma, Ye [2 ]
Chang, Jun [3 ]
机构
[1] Xiangfan Univ, Xiangfan 441053, Peoples R China
[2] Wuhan Univ, Natl Engn Res Ctr Multimedia Software, Wuhan 430072, Peoples R China
[3] Wuhan Univ, Comp Sch, Wuhan 430072, Peoples R China
关键词
Audio attention; spatial audio; environment adaptive;
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
For stereo audio surveillance in complex environment, we proposed a bottom-up audio attention model based on spatial audio cues analysis. and an environment adaptive normalization method The traditional audio attention models are based on mono audio characters, such as energy, energy peak. or pitch Their performance is limited by neglecting the spatial in The spatial cues in audio stream provide additional information for attention analysis And the dynamic updated background sound can help to reduce the environment effect The preliminary experiment showed that the proposed model is an effective way to analyzing at events. which is caused by rapid moving sound source, in stereo audio stream
引用
收藏
页码:908 / +
页数:2
相关论文
共 50 条
  • [31] Audio Surveillance: A Systematic Review
    Crocco, Marco
    Cristani, Marco
    Trucco, Andrea
    Murino, Vittorio
    ACM COMPUTING SURVEYS, 2016, 48 (04)
  • [32] Daedalus: Spatial audio
    Jones, David
    Nature, 2002, 417 (6888) : 503 - 503
  • [33] Data-based spatial audio processing
    Maximo Cobos
    Jens Ahrens
    Konrad Kowalczyk
    Archontis Politis
    EURASIP Journal on Audio, Speech, and Music Processing, 2022
  • [34] Events detection for an audio-based surveillance system
    Clavel, C
    Ehrette, T
    Richard, G
    2005 IEEE International Conference on Multimedia and Expo (ICME), Vols 1 and 2, 2005, : 1307 - 1310
  • [35] Object-Based Reverberation for Spatial Audio
    Coleman, Philip
    Franck, Andreas
    Jackson, Philip J. B.
    Hughes, Richard J.
    Remaggi, Luca
    Melchior, Frank
    JOURNAL OF THE AUDIO ENGINEERING SOCIETY, 2017, 65 (1-2): : 66 - 77
  • [36] Wavelet-Based Spatial Audio Format
    Scaini, Davide
    Arteaga, Daniel
    JOURNAL OF THE AUDIO ENGINEERING SOCIETY, 2020, 68 (09): : 613 - 627
  • [37] A SPATIAL PRIORITY BASED SCALABLE AUDIO CODING
    Gao, Li
    Hu, Ruimin
    Yang, Yuhong
    2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
  • [38] Object-based reverberation for spatial audio
    1600, Audio Engineering Society (65): : 1 - 2
  • [39] Using spatial audio cues from speech excitation for meeting speech segmentation
    Cheng, Eva
    Burnett, Ian
    Ritz, Christian
    2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 3067 - +
  • [40] Data-based spatial audio processing
    Cobos, Maximo
    Ahrens, Jens
    Kowalczyk, Konrad
    Politis, Archontis
    EURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING, 2022, 2022 (01)