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- W2766877533 abstract "We introduce a time-frequency scattering method using hyperbolic tangent function for vessel sound classification. The sound data is wavelet transformed using a two channel filter-bank and filter-bank outputs are scattered using tanh function. A feature vector similar to mel-scale cepstrum is obtained after a wavelet packed transform-like structure approximating the mel-frequency scale. Feature vectors of vessel sounds are classified using a support vector machine (SVM). Experimental results are presented and the new feature extraction method produces better classification results than the ordinary Mel-Frequency Cepstral Coefficients (MFCC) vectors." @default.
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- W2766877533 date "2017-08-01" @default.
- W2766877533 modified "2023-09-29" @default.
- W2766877533 title "Time-scale wavelet scattering using hyperbolic tangent function for vessel sound classification" @default.
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- W2766877533 doi "https://doi.org/10.23919/eusipco.2017.8081518" @default.
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