Sinusoidal modeling using wavelet packet transform applied to the analysis and synthesis of speech signals

Authors:
Kihong Kim;Jinkeun Hong;Jongin Lim
Affiliations:
Graduate School of Information Security, Korea University, Seoul, South Korea;Division of Information and Communication, Cheonan University, Chungnam, South Korea;Graduate School of Information Security, Korea University, Seoul, South Korea
Venue:
TSD'05 Proceedings of the 8th international conference on Text, Speech and Dialogue
Year:
2005

Citing 3
Cited 0

Speech Coding and Synthesis

Speech Coding and Synthesis
Advances in Speech Signal Processing

Advances in Speech Signal Processing
Speech analysis and coding using a multi-resolution sinusoidal transform

ICASSP '96 Proceedings of the Acoustics, Speech, and Signal Processing, 1996. on Conference Proceedings., 1996 IEEE International Conference - Volume 02

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Abstract

The sinusoidal model has proven useful for representation and modification of speech and audio signal. One drawback, however, is that a sinusoidal model is typically derived using a fixed analysis frame size. It cannot guarantee an optimal spectral resolution to each sinusoidal parameter. In this paper, we propose a sinusoidal model using wavelet packet analysis, to obtain better frequency resolution at low frequencies and better time resolution at high frequencies and to estimate the sinusoidal parameters more accurately. Experiments show that the proposed model can achieve better performance than conventional model.