Sound Event Classification with Feature Vector Combination for Automatic Audio-based Surveillance

被引:0
|
作者
Lee, Seunghyung [1 ]
Park, Jinuk [1 ]
Park, Sangjun [1 ]
Hahn, Minsoo [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Sch Elect Engn, Daejeon, South Korea
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper deals with the sound event classification for automatic audio-based surveillance. To improve the performance, we proposed a feature vector combination scheme to use multiple feature vectors simultaneously. Then, the performance is evaluated by using the combination of three segment-based features. The result shows significant amount of improvement compare to the conventional method.
引用
收藏
页数:2
相关论文
共 50 条
  • [1] Insights into Audio-Based Multimedia Event Classification with Neural Networks
    Ravanelli, Mirco
    Elizalde, Benjamin
    Bernd, Julia
    Friedland, Gerald
    [J]. MMCOMMONS'15: PROCEEDINGS OF THE 2015 WORKSHOP ON COMMUNITY-ORGANIZED MULTIMODAL MINING: OPPORTUNITIES FOR NOVEL SOLUTIONS, 2015, : 19 - 23
  • [2] Recurrent Support Vector Machines for Audio-Based Multimedia Event Detection
    Wang, Yun
    Metze, Florian
    [J]. ICMR'16: PROCEEDINGS OF THE 2016 ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA RETRIEVAL, 2016, : 265 - 269
  • [3] Audio Surveillance: Detection of Audio-Based Emergency Situations
    Dosbayev, Zhandos
    Abdrakhmanov, Rustam
    Akhmetova, Oxana
    Nurtas, Marat
    Iztayev, Zhalgasbek
    Zhaidakbaeva, Lyazzat
    Shaimerdenova, Lazzat
    [J]. ADVANCES IN COMPUTATIONAL COLLECTIVE INTELLIGENCE (ICCCI 2021), 2021, 1463 : 413 - 424
  • [4] Automatic Audio-Based Classification of Patient Inhaler Use: A Pharmacy Based Study
    McNulty, Johnny
    Reilly, Richard B.
    Taylor, Terence E.
    O'Dwyer, Susan M.
    Costello, Richard W.
    Zigel, Yaniv
    [J]. 2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, : 2606 - 2609
  • [5] AUDIO-BASED CLASSIFICATION OF SPEAKER CHARACTERISTICS
    Dutta, Promiti
    Haubold, Alexander
    [J]. ICME: 2009 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-3, 2009, : 422 - 425
  • [6] Events detection for an audio-based surveillance system
    Clavel, C
    Ehrette, T
    Richard, G
    [J]. 2005 IEEE International Conference on Multimedia and Expo (ICME), Vols 1 and 2, 2005, : 1307 - 1310
  • [7] Audio-based event detection for sports video
    Baillie, M
    Jose, JM
    [J]. IMAGE AND VIDEO RETRIEVAL, PROCEEDINGS, 2003, 2728 : 300 - 309
  • [8] Event detection in an audio-based sensor network
    Smeaton, Alan F.
    McHugh, Michael
    [J]. MULTIMEDIA SYSTEMS, 2006, 12 (03) : 179 - 194
  • [9] AUDIO-BASED AUTOMATIC MANAGEMENT OF TV COMMERCIALS
    Duxans, Helenca
    Conejero, David
    Anguera, Xavier
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS, 2009, : 1305 - 1308
  • [10] Audio-based event detection in the operating room
    Fuchtmann, Jonas
    Riedel, Thomas
    Berlet, Maximilian
    Jell, Alissa
    Wegener, Luca
    Wagner, Lars
    Graf, Simone
    Wilhelm, Dirk
    Ostler-Mildner, Daniel
    [J]. INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2024,