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Speech Enhancement by Overweighting Gain with Nonlinear Structure in Wavelet Packet Transform
- Source :
- IEICE Transactions on Communications. :2147-2150
- Publication Year :
- 2007
- Publisher :
- Institute of Electronics, Information and Communications Engineers (IEICE), 2007.
-
Abstract
- A sound quality enhancement method by overweighting gain of a nonlinear structure in a wavelet packet area is provided to restrain the generation of musical noise efficiently and ensure reliable intelligibility in an enhanced voice. A sound quality enhancement method by overweighting gain of a nonlinear structure in a wavelet packet area comprises the following steps of: generating a converting signal that a voice signal polluted by noise is converted by UWPT(Uniform Wavelet Packet Transform); calculating a relative size difference, which is an identifier for calculating a relative difference between the amount of noise existing in a sub band and the amount of a voice polluted by noise; calculating the overweighting gain of the nonlinear structure from the relative size difference; calculating a transformed time-varying gain function based on an LSL(Least-Squares Line) algorithm; and performing spectral subtraction using the transformed time-varying gain function.
- Subjects :
- Signal processing
Computer Networks and Communications
Computer science
Speech recognition
Noise reduction
Intelligibility (communication)
Speech processing
Wavelet packet decomposition
Speech enhancement
Signal-to-noise ratio
Wavelet
Electrical and Electronic Engineering
Sound quality
Algorithm
Software
Subjects
Details
- ISSN :
- 17451345 and 09168516
- Database :
- OpenAIRE
- Journal :
- IEICE Transactions on Communications
- Accession number :
- edsair.doi...........5507ce167811ff074b88dc679484e00a
- Full Text :
- https://doi.org/10.1093/ietcom/e90-b.8.2147