• 제목/요약/키워드: Linlog MFCC

검색결과 1건 처리시간 0.013초

강인한 음성 인식을 위한 선형 로그 함수 기반의 MFCC 특징 표현 연구 (Representation of MFCC Feature Based on Linlog Function for Robust Speech Recognition)

  • 윤영선
    • 대한음성학회지:말소리
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    • 제59호
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    • pp.13-25
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    • 2006
  • In previous study, the linlog(linear log) RASTA(J-RASTA) approach based on PLP was proposed to deal with both the channel effect and the additive noise. The extraction of PLP required generally more steps and computation than the extraction of widely used MFCC. Thus, in this paper, we apply the linlog function to the MFCC for investigating the possibility of simple compensation method that removes both distortion. With the experimental results, the proposed method shows the similar tendency to the linlog RASTA-PLP_ When the J value is set to le-6, the best ERR(Error Reduction Rate) of 33% is obtained. For applying the linlog function to the feature extraction process, the J value plays a very important role in compensating the corruption. Thus, the study for the adaptive J or noise dependent J estimation is further required.

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