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Design and Implementation of Intelligent Singer Recognition System

Can GeJuanjuan LiLina LiuGukai LiGuoxing YangHui TangHanlin YangYifan XiaRui BaoHaiyu Zhang

School of Electronic and Information Engineering,Soochow UniversityWenZheng College of Soochow University

摘要:An intelligent singer recognition system was designed to identify the singer.The scheme established a song library at first,then used MATLAB to extract Mel Frequency Cepstral Coefficients(MFCC) from each song in the song library,moreover,set up characteristic parameters pattern base and trained the pattern base by Vector Quantization(VQ) to obtain the final codebook base.Finally,it can correctly classify the singer based on Dynamic Time Warping(DTW) matching reference characteristic parameters pattern with test pattern.Test results showed that the system’s recognition rate is up to 90%.
会议名称:

2019 2nd International Conference on Communication,Network and Artificial Intelligence(CNAI 2019)

会议时间:

2019-12-27

会议地点:

中国广东广州

  • 专辑:

    信息科技

  • 专题:

    电信技术

  • DOI:

    10.26914/c.cnkihy.2019.057686

  • 分类号:

    TN912.34

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