DocumentCode
547630
Title
Robust speech recognition using spectral subtraction and temporal structure normalization
Author
Moradi, Naghmeh ; Nasersharif, Babak ; Akbari, Ahmad
Author_Institution
Faculty of Engineering, University of Guilan, Rasht, Iran
fYear
2011
fDate
17-19 May 2011
Firstpage
1
Lastpage
4
Abstract
Filtering approaches in spectral domain and features domain have been shown their effectiveness for robust speech recognition. In this paper, we propose a two step filtering method. In the first step, spectral subtraction filter is applied to speech spectrum. In the second step, we design a temporal structure normalization filter in order to apply to features extracted from the filtered spectrum. Our results on Aurora 2 show that the proposed method has higher recognition rate than both of spectral subtraction and temporal filtering methods.
Keywords
Finite impulse response filter; Mel frequency cepstral coefficient; Noise; Robustness; Speech; Speech processing; Speech recognition; Robust speech recognition; spectral subtraction; temporal structure normalization;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical Engineering (ICEE), 2011 19th Iranian Conference on
Conference_Location
Tehran, Iran
Print_ISBN
978-1-4577-0730-8
Electronic_ISBN
978-964-463-428-4
Type
conf
Filename
5955518
Link To Document