DocumentCode :
2993876
Title :
Speech enhancement using transient components in frequency domain
Author :
Rezvani, Mohsen ; Kahaei, Mohammad Hossein
Author_Institution :
Electr. Eng., Iran Univ. of Sci. & Technol., Tehran, Iran
fYear :
2015
fDate :
10-14 May 2015
Firstpage :
241
Lastpage :
244
Abstract :
This paper presents a method for enhancing intelligibility of speech signals using the transient components in the time domain. The Wavelet transform is used for extracting the transient components, and a ramp function with a damped motion models the behavior of the transient components. The wavelet transform of transient component represents a wavelet atom and is calculated by superposition of these atoms. Enhancement of speech signal is achieved by amplifying the location of extracted transient components in frequency domain. In this approach, there is no need to pre-process the tonal components, and the obtained results show an enough complexity of this method with respect to the other enhancement methods.
Keywords :
damping; frequency-domain analysis; speech enhancement; speech intelligibility; time-domain analysis; wavelet transforms; damped motion models; enhancement methods; frequency domain; ramp function; speech enhancement; speech signals; superposition; time domain; tonal components; transient components; wavelet atom; wavelet transform; Conferences; Decision support systems; Electrical engineering; Basic Atom; PESQ; SDR; Speech Enhancement; Transient Component; Wavelet Transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical Engineering (ICEE), 2015 23rd Iranian Conference on
Conference_Location :
Tehran
Print_ISBN :
978-1-4799-1971-0
Type :
conf
DOI :
10.1109/IranianCEE.2015.7146217
Filename :
7146217
Link To Document :
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