DocumentCode :
1644616
Title :
Formant map counterpart in auditory processing based on cochlear pressure wave trajectories
Author :
Harczos, Tamás ; Werner, Stephan ; Szepannek, Gero
Author_Institution :
Fraunhofer Inst. for Digital Media Technol. (Fraunhofer IDMT), Ilmenau
fYear :
2008
Firstpage :
45
Lastpage :
48
Abstract :
It is known for a long time that vowels can be classified using spectrum analysis and formant map templates. But in systems having poor spectral resolution, e.g. in cochlear implants, it may be interesting to see if a map of vowel classes can be constructed based on temporal cues only. We present a bio-inspired approach to extract the shape of cochlear pressure wave trajectories for speech signals and provide a simple vowel classification method not requiring any spectral information directly. Experiments and results included in this study emphasize the importance of biotic cochlear delays and urge their application in future cochlear implant speech processing strategies.
Keywords :
bioacoustics; cochlear implants; hearing; medical signal processing; signal classification; speech; speech processing; auditory processing; biomedical acoustics; biotic cochlear delays; cochlear implant; cochlear pressure wave trajectories; formant map templates; speech processing; speech signals; vowel classification method; Auditory system; Biomembranes; Cochlear implants; Computational Intelligence Society; Deafness; Ear; Information technology; Power system modeling; Speech processing; Trajectory; Auditory modeling; biomedical acoustics; cochlear implant; speech processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Circuits and Systems Conference, 2008. BioCAS 2008. IEEE
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-2878-6
Electronic_ISBN :
978-1-4244-2879-3
Type :
conf
DOI :
10.1109/BIOCAS.2008.4696870
Filename :
4696870
Link To Document :
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