• DocumentCode
    3756441
  • Title

    Recognition System Based on DTW and DAS Beamforming

  • Author

    M. Papez;K. Vlcek

  • Author_Institution
    Dept. of Comput. &
  • fYear
    2015
  • Firstpage
    176
  • Lastpage
    181
  • Abstract
    In this article a recognition system of isolated sequences based on noise filtration by microphone array is described. The configuration of microphone array has an important issue for clarification of beamformer spatial filtration. Beamforming is a method for processing microphone array data to produce images that represent the distribution of the acoustic source strength. Recognition systems are based on classification systems pattern. In these systems, sounds or sequences of sounds, such as phonemes, groups of phonemes, or words are modeled by distinct classes. The goal of the recognition system is to estimate the correct sequence of classes, sounds, that make up the incoming utterance and hence, the sounds that were reproduced. In particular, many new distance measures between time series have been introduced. The recognition system based on time series analysis, where the Dynamic time warping algorithm based on spatial filtration preprocessing is discussed.
  • Keywords
    "Array signal processing","Microphone arrays","Filtration","Time series analysis","Finite impulse response filters","Heuristic algorithms"
  • Publisher
    ieee
  • Conference_Titel
    Mathematics and Computers in Sciences and in Industry (MCSI), 2015 Second International Conference on
  • Type

    conf

  • DOI
    10.1109/MCSI.2015.49
  • Filename
    7423961