马晓红

个人信息Personal Information

教授

硕士生导师

性别:女

毕业院校:大连理工大学

学位:博士

所在单位:信息与通信工程学院

学科:信号与信息处理

办公地点:创新园大厦A516房间

联系方式:maxh@dlut.edu.cn

电子邮箱:maxh@dlut.edu.cn

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Detection of audio interpolation based on singular value decomposition

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论文类型:会议论文

发表时间:2011-09-27

收录刊物:EI、Scopus

页面范围:287-290

摘要:Interpolation attack, as a kind of tampering manipulation, is a common issue in digital audio forgeries. A new blind forensic approach for detecting interpolation forgery is proposed in this paper. As interpolation can lead to the statistical changes in the linear dependencies among digital audio sample points, singular value decomposition which can well express linear dependencies is used in the method. After audio is analyzed by singular value decomposition, a feature, counting the average number of zero singular values, is produced to describe the statistical changes. The proposed method based on singular value decomposition can locate the interpolation forgeries simply and fast compared to existing methods. The experiments conducted demonstrate the validity of the proposed method. ? 2011 IEEE.