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    高斌

    • 教授 博士生导师
    • 性别:男
    • 毕业院校:英国纽卡斯尔大学
    • 学历:博士研究生毕业
    • 学位:哲学博士学位
    • 在职信息:在职人员
    • 所在单位:自动化工程学院
    • 学科:信号与信息处理
      检测技术与自动化装置
      测试计量技术及仪器
    • 办公地点:C2-403
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    Unsupervised Single Channel Separation of Non-Stationary Signals using Gammatone Filterbank and Itakura-Saito Nonnegative Matrix Two-Dimensional Factorizations (Code is attached)

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    发表刊物:IEEE Transactions on Circuits and Systems I

    摘要:A new unsupervised single channel source separation method is presented. The proposed method does not require training knowledge and the separation system is based on non-uniform time-frequency (TF) analysis and feature extraction. Unlike conventional researches that concentrate on the use of spectrogram or its variants, we develop our separation algorithms using an alternative TF representation based on the gammatone filterbank. In particular, we show that the monaural mixed audio signal is considerably more separable in this non-uniform TF domain.

    备注:Code is attached

    全部作者:S.S. Dlay, W.L. Woo,Bin Gao

    通讯作者:Bin Gao

    学科门类:工学

    卷号:60

    期号:3

    页面范围:662-675

    是否译文:

    发表时间:2013-02-21