Neuro-fuzzy clustering techniques for complex acoustic scenarios

被引:0
|
作者
Rinaldo Poluzzi
Alberto Savi
Davide Vago
Giuseppe Martina
机构
[1] Centro Direzionale Colleoni,ST Microelectronics
[2] DSide,undefined
来源
关键词
Neuro-fuzzy network; Acoustic scenario; Time-frequency plane; Auditory scene analysis; Primary grouping;
D O I
暂无
中图分类号
学科分类号
摘要
An apparatus is described capable of detecting a specific sound among a sound mixture and of identifying the environmental acoustic scenario, to automatically adapt the apparatus to changing environmental conditions. Such an apparatus could be useful, for example, in the design of an ASR system robust to environmental noise. Starting from a time-frequency representation of the incoming signal, neuro-fuzzy clustering is performed on proper features extracted from time-frequency objects.
引用
收藏
页码:160 / 165
页数:5
相关论文
共 50 条
  • [1] Neuro-fuzzy clustering techniques for complex acoustic scenarios
    Poluzzi, R
    Savi, A
    Vago, D
    Martina, G
    NEURAL COMPUTING & APPLICATIONS, 2003, 12 (3-4): : 160 - 165
  • [2] Neuro-fuzzy filtering techniques for the analysis of complex acoustic scenarios
    Poluzzzi, R
    Savi, A
    SOFT COMPUTING APPLICATIONS, 2003, : 143 - 154
  • [3] A neuro-fuzzy approach to agglomerative clustering
    Joshi, A
    Ramakrishnan, N
    Rice, JR
    Houstis, EN
    ICNN - 1996 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, VOLS. 1-4, 1996, : 1028 - 1033
  • [4] A neuro-fuzzy approach in parts clustering
    Pai, PF
    PEACHFUZZ 2000 : 19TH INTERNATIONAL CONFERENCE OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS, 2000, : 138 - 142
  • [5] Fuzzy and neuro-fuzzy techniques for modelling and control
    Lee, S. H.
    Howlett, R. J.
    Walters, S. D.
    KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS, 2006, 4251 : 1206 - 1215
  • [6] SEQUENTIAL FUZZY CLUSTERING BASED ON NEURO-FUZZY APPROACH
    Bodyanskiy, Ye, V
    Deineko, A. O.
    Kutsenko, Ya., V
    RADIO ELECTRONICS COMPUTER SCIENCE CONTROL, 2016, (03) : 30 - 38
  • [7] Neuro-fuzzy techniques for traffic control
    Henry, JJ
    Farges, JL
    Gallego, JL
    CONTROL ENGINEERING PRACTICE, 1998, 6 (06) : 755 - 761
  • [8] Neuro-fuzzy techniques for traffic control
    Henry, JJ
    Farges, JL
    Gallego, JL
    TRANSPORTATION SYSTEMS 1997, VOLS 1-3, 1997, : 705 - 710
  • [9] Neuro-fuzzy techniques for image tracking
    Molina, JM
    García, J
    de Diego, J
    Portillo, JL
    ARTIFICIAL NEURAL NETS PROBLEM SOLVING METHODS, PT II, 2003, 2687 : 504 - 511
  • [10] Neuro-fuzzy profile clustering in image enhancement
    Ngernplubpla, Jaturon
    Chitsobhuk, Orachat
    2019 7TH INTERNATIONAL ELECTRICAL ENGINEERING CONGRESS (IEECON 2019), 2019,