Improving sound event detection through enhanced feature extraction and attention mechanisms

被引：0
|
作者：
Dongping Zhang [1 ]
Siyi Wu [1 ]
Zhanhong Lu [2 ]
Zhehao Zhang [3 ]
Haimiao Hu [4 ]
Jiabin Yu [1 ]
机构：
[1] China Jiliang University,College of Information Engineering
[2] Hangzhou Hikvision Digital Technology Co.,Hangzhou Innovation Institute
[3] Ltd,undefined
[4] Hangzhou Aihua Intelligent Technology Co.,undefined
[5] Ltd,undefined
[6] Beihang University,undefined
来源：
Frontiers of Computer Science | 2025年 / 19卷 / 10期
关键词：
D O I：
10.1007/s11704-025-41108-7
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [21] WEAKLY-SUPERVISED SOUND EVENT DETECTION WITH SELF-ATTENTION
    Miyazaki, Koichi
    Komatsu, Tatsuya
    Hayashi, Tomoki
    Watanabe, Shinji
    Toda, Tomoki
    Takeda, Kazuya
    2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 66 - 70
  • [22] Acoustic feature based unsupervised approach of heart sound event detection
    Das, Sangita
    Pal, Saurabh
    Mitra, Madhuchhanda
    COMPUTERS IN BIOLOGY AND MEDICINE, 2020, 126
  • [23] Multi Frame Size Feature Extraction for Acoustic Event Detection
    Peng, Liqun
    Yang, Deshun
    Chen, Xiaoou
    2014 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA), 2014,
  • [24] Enhanced Feature Extraction for Speech Detection in Media Audio
    Jang, Inseon
    Ahn, ChungHyun
    Seo, Jeongil
    Jang, Younseon
    18TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2017), VOLS 1-6: SITUATED INTERACTION, 2017, : 479 - 483
  • [25] ENHANCED CHANGE DETECTION USING NONLINEAR FEATURE EXTRACTION
    Volpi, Michele
    Matasci, Giona
    Tuia, Devis
    Kanevski, Mikhail
    2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 6757 - 6760
  • [26] Expedite Feature Extraction for Enhanced Cloud Anomaly Detection
    Dalmazo, Bruno L.
    Vilela, Joao P.
    Simoes, Paulo
    Curado, Marilia
    NOMS 2016 - 2016 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, 2016, : 1215 - 1220
  • [27] Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention
    Zhao, Yue
    Jin, Xiaolong
    Wang, Yuanzhuo
    Cheng, Xueqi
    PROCEEDINGS OF THE 56TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 2, 2018, : 414 - 419
  • [28] Dependency Structure -Enhanced Graph Attention Networks for Event Detection
    Wan, Qizhi
    Wan, Changxuan
    Xiao, Keli
    Lu, Kun
    Li, Chenliang
    Liu, Xiping
    Liu, Dexi
    THIRTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 17, 2024, : 19098 - 19106
  • [29] IMPROVING SOUND EVENT DETECTION METRICS: INSIGHTS FROM DCASE 2020
    Ferroni, Giacomo
    Turpault, Nicolas
    Azcarreta, Juan
    Tuveri, Francesco
    Serizel, Romain
    Bilen, Cagdas
    Krstulovic, Sacha
    2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), 2021, : 631 - 635
  • [30] Enhanced mechanisms of pooling and channel attention for deep learning feature maps
    Li, Hengyi
    Yue, Xuebin
    Meng, Lin
    PEERJ COMPUTER SCIENCE, 2022, 8
12345