DocumentCode :
1858161
Title :
Impulse response estimation for robust speech recognition in a reverberant environment
Author :
Ravanelli, Mirco ; Sosi, Alessandro ; Svaizer, Piergiorgio ; Omologo, Maurizio
Author_Institution :
Fondazione Bruno Kessler-Irst, Trento, Italy
fYear :
2012
fDate :
27-31 Aug. 2012
Firstpage :
1668
Lastpage :
1672
Abstract :
This paper refers to a voice-enabled smart-home scenario, for which contaminated speech is produced to train a distant-speech recognition system. The impulse response measurement process is investigated, with a specific focus on its impact on speech recognition performance. Experimental results, related to a phone-loop and to a word-loop task, show that a significant change of performance is obtained when using different techniques for impulse response estimation. In particular, the best performance is obtained when an exponential sine sweep excitation sequence is used, with a proper choice of its length and of the energy with which it is propagated in the environment.
Keywords :
speech recognition; transient response; contaminated speech; distant-speech recognition system; exponential sine sweep excitation sequence; impulse response estimation; impulse response measurement process; phone-loop; reverberant environment; robust speech recognition; speech recognition performance; voice-enabled smart-home scenario; word-loop task; Acoustics; Microphones; Monitoring; Pollution measurement; Signal to noise ratio; Speech; Speech recognition; Auralization; Distant-speech recognition; Room impulse response; Smart home; Speech contamination;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
Conference_Location :
Bucharest
ISSN :
2219-5491
Print_ISBN :
978-1-4673-1068-0
Type :
conf
Filename :
6334330
Link To Document :
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