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Improved Epoch Extraction from Telephonic Speech Using Flat-Top Cosine Windows

Publication Type : Conference Paper

Publisher : 2018 15th IEEE India Council International Conference

Source : 2018 15th IEEE India Council International Conference (INDICON), IEEE, Coimbatore, India (2018)

Url : https://ieeexplore.ieee.org/abstract/document/8987068

Campus : Coimbatore

School : School of Engineering

Center : Computational Engineering and Networking

Department : Electronics and Communication

Year : 2018

Abstract : Epoch extraction from the telephonic speech signal is challenging due to the attenuation of the low frequency information. The present work focuses on the strengthening of the low frequency information in the speech signal by utilizing the properties of Hilbert envelope and filter out the vocal tract resonances by an FIR filter with the center frequency at 0Hz and is based on the flat-top cosine window. The properties of the flat-top cosine window are effectively exploited in the extraction of epoch information from the Hilbert envelope obtained from the speech signal. The proposed method shows improvement in identification rate and identification accuracy when compared with the performance of ZFF of the Hilbert of speech signal for both clean and telephonic speech signal.

Cite this Research Publication : G. B. Gowri, Dr. Soman K. P., and D., G., “Improved Epoch Extraction from Telephonic Speech Using Flat-Top Cosine Windows”, in 2018 15th IEEE India Council International Conference (INDICON), Coimbatore, India, 2018.

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