• 제목/요약/키워드: DWFBA

검색결과 4건 처리시간 0.022초

채널보상기법 및 특징파라미터에 따른 한국어 연속숫자음 전화음성의 인식성능 비교 (Comparison of the recognition performance of Korean connected digit telephone speech depending on channel compensation methods and feature parameters)

  • 정성윤;김민성;손종목;배건성;김상훈
    • 대한음성학회:학술대회논문집
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    • 대한음성학회 2002년도 11월 학술대회지
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    • pp.201-204
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    • 2002
  • As a preliminary study for improving recognition performance of the connected digit telephone speech, we investigate feature parameters as well as channel compensation methods of telephone speech. The CMN and RTCN are examined for telephone channel compensation, and the MFCC, DWFBA, SSC and their delta-features are examined as feature parameters. Recognition experiments with database we collected show that in feature level DWFBA is better than MFCC and for channel compensation RTCN is better than CMN. The DWFBA+Delta_ Mel-SSC feature shows the highest recognition rate.

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Aurora 특징파라미터 추출기법에 따른 한국어 연속숫자음 전화음성의 인식 성능 비교 (Performance Comparison of Korean Connected Digit Telephone Speech Recognition According to Aurora Feature Extraction)

  • 김민성;정성윤;손종목;배건성;김상훈
    • 대한음성학회:학술대회논문집
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    • 대한음성학회 2003년도 10월 학술대회지
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    • pp.145-148
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    • 2003
  • To improve the recognition performance of Korean connected digit telephone speech, in this paper, both Aurora feature extraction method that employs noise reduction 2-state Wiener filter and DWFBA method are investigated and used. CMN and MRTCN are applied to static features for channel compensation. Telephone digit speech database released by SITEC is used for recognition experiments with HTK system. Experimental results has shown that Aurora feature is slightly better than MFCC and DWFBA without channel compensation. And when channel compensation is included, Aurora feature is slightly better than DWFBA with MRTCN.

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한국어 연속 숫자음 전화 음성 인식에서의 오인식 유형 분석 (Analysis of Error Patterns in ]Korean Connected Digit Telephone Speech Recognition)

  • 김민성;정성윤;손종목;배건성;김상훈
    • 대한음성학회지:말소리
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    • 제46호
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    • pp.77-86
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    • 2003
  • Channel distortion and coarticulation effect in the Korean connected digit telephone speech make it difficult to achieve high performance of connected digit recognition in the telephone environment. In this paper, as a basic research to improve the recognition performance of Korean connected digit telephone speech, recognition error patterns are investigated and analyzed. Korean connected digit telephone speech database released by SiTEC and HTK system are used for recognition experiments. Both DWFBA and MRTCN methods are used for feature extraction and channel compensation, respectively. Experimental results are discussed with our findings.

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연결숫자음 전화음성 인식에서의 오인식 유형 분석 (Analysis of Error Patterns in Korean Connected Digit Telephone Speech Recognition)

  • 김민성;정성윤;손종목;배건성;김상훈
    • 대한음성학회:학술대회논문집
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    • 대한음성학회 2003년도 5월 학술대회지
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    • pp.115-118
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    • 2003
  • Channel distortion and coarticulation effect in the connected digit telephone speech make it difficult to recognize, and degrade recognition performance in the telephone environment. In this paper, as a basic research to improve the recognition performance of Korean connected digit telephone, error patterns are investigated and analyzed. Telephone digit speech database released by SITEC with HTK system is used for recognition experiments. Both DWFBA and MRTCN methods are used for feature extraction and channel compensation, respectively. Experimental results are discussed with our findings.

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