• Title/Summary/Keyword: 코골이 거리비율

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Snorer-Dependent Snore Recognition Using LPC Cepstral Coefficients (LPC 켑스트럼 계수를 이용한 특정인의 코골이 인식)

  • 최호선;장원규;이경중
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.52 no.9
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    • pp.554-559
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    • 2003
  • In this paper the possibility of snorer-dependent snore recognition using cepstral coefficients was suggested. We assumed that snore and speech sounds have some similarities and we used cepstral coefficients which are widely used for speech recognition. Snoring data were acquired from 18 persons including 5 patients diagnosed as snore patient. To evaluate the performance of proposed method, the distance ratio based on LPC cepstral coefficients was selected as an index for snorer-dependent snore recognition. As a result, distance ratio of 3 was selected as optimal value showing the most efficient snorer-dependent snore recognition, which is high accuracy of 95.05% on average. In conclusion, the proposed method showed the possibilities to be applied in clinical applications for snorer-dependent snore recognition.