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
  • [41] An Enhanced Feature Extraction Technique for Improving Sentiment Analysis in Arabic Language
    Alqasemi, Fahd
    Abdelwahab, Amira
    Abdelkader, Hatem
    2016 4TH IEEE INTERNATIONAL COLLOQUIUM ON INFORMATION SCIENCE AND TECHNOLOGY (CIST), 2016, : 380 - 384
  • [42] Improving event detection in cricket videos using audio feature analysis
    Premaratne, S.C.
    Gamanayake, A.
    Jayaratne, K.L.
    Sellappan, P.
    International Journal of Circuits, Systems and Signal Processing, 2021, 15 : 434 - 438
  • [43] Development of a Spectral Feature Extraction using Enhanced MFCC for Respiratory Sound Analysis
    Ingco, Wally Enrico M.
    Reyes, Rosula Sj
    Abu, Patricia Angela R.
    2019 INTERNATIONAL SOC DESIGN CONFERENCE (ISOCC), 2019, : 263 - 264
  • [44] A Parallel Feature Extraction Model with Channel Attention for Button Defect Detection
    Wang, Jiahao
    Hao, Kuangrong
    Wei, Bing
    Chen, Lei
    Tang, Xuesong
    PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20), 2020, : 415 - 420
  • [45] Short-term photovoltaic power forecasting with feature extraction and attention mechanisms
    Liu, Wencheng
    Mao, Zhizhong
    RENEWABLE ENERGY, 2024, 226
  • [46] Feature extraction strategies in deep learning based acoustic event detection
    Espi, Miguel
    Fujimoto, Masakiyo
    Kinoshita, Keisuke
    Nakatani, Tomohiro
    16TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2015), VOLS 1-5, 2015, : 2922 - 2926
  • [47] Sinc-attention feature extraction for trivial-event based speaker verification
    Li, Lin
    Li, Jun
    Wang, Dingyi
    Wang, Xiaoqin
    Qiao, Shushan
    ELECTRONICS LETTERS, 2023, 59 (09)
  • [48] An Overview of Audio Event Detection Methods from Feature Extraction to Classification
    Babaee, Elham
    Anuar, Nor Badrul
    Wahab, Ainuddin Wahid Abdul
    Shamshirband, Shahaboddin
    Chronopoulos, Anthony T.
    APPLIED ARTIFICIAL INTELLIGENCE, 2017, 31 (9-10) : 661 - 714
  • [49] Cyberbullying Detection on Twitter Using Deep Learning-Based Attention Mechanisms and Continuous Bag of Words Feature Extraction
    Fati, Suliman Mohamed
    Muneer, Amgad
    Alwadain, Ayed
    Balogun, Abdullateef O.
    MATHEMATICS, 2023, 11 (16)
  • [50] A bispectrum feature extraction enhanced structure damage detection approach
    Chen, J
    Hagiwara, I
    Su, X
    Shi, QZ
    JSME INTERNATIONAL JOURNAL SERIES C-MECHANICAL SYSTEMS MACHINE ELEMENTS AND MANUFACTURING, 2002, 45 (01) : 121 - 126
12345