DocumentCode
3093875
Title
Listen to the parrot: Demonstrating the quality of online pitch and formant extraction via feature-based resynthesis
Author
Heckmann, Martin ; Glaser, Claudius ; Vaz, Miguel ; Rodemann, Tobias ; Joublin, Frank ; Goerick, Christian
Author_Institution
Honda Res. Inst. Eur. GmbH, Offenbach am Main
fYear
2008
fDate
22-26 Sept. 2008
Firstpage
1699
Lastpage
1704
Abstract
We present a system for online extraction of the fundamental frequency and the first four formant frequencies from a speech signal. In order to evaluate the performance of the extraction a resynthesis of the speech signal is performed. The resynthesis is based on the extracted frequencies and the energy of the input signal at the formant locations. The extraction of the fundamental frequency and the formants is robust against room echoes and interfering noise. In order to improve the robustness against background noise a noise reduction was implemented. Tests in three rooms of different size at varying distances to the system (up to 8 m yielding an SNR of approx. 0 dB) were performed.
Keywords
feature extraction; speech enhancement; speech synthesis; background noise; feature-based resynthesis; formant extraction; noise reduction; online extraction; online pitch quality; speech signal; Bayesian methods; Distance measurement; Filter bank; Harmonic analysis; Power harmonic filters; Speech; Time frequency analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems, 2008. IROS 2008. IEEE/RSJ International Conference on
Conference_Location
Nice
Print_ISBN
978-1-4244-2057-5
Type
conf
DOI
10.1109/IROS.2008.4650923
Filename
4650923
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