DocumentCode
2182680
Title
Speech processing with a cortical representation of audio
Author
Mesgarani, Nima ; Shamma, Shihab
fYear
2011
fDate
22-27 May 2011
Firstpage
5872
Lastpage
5875
Abstract
Neurophysiological studies in the primary auditory cortex have recently demonstrated a rich diversity of responses that provide an explicit multidimensional representation of phonemic acoustic features (Mesgarani 2008). Specifically, distinct subsets of cortical neurons are activated by articulatory gestures and dynamics that are characteristic of different phonemes. Here we use a computational cortical model to illustrate how these phonetic features appear in such a multiresolution representation. We also review how this representation has been successfully applied in variety of speech processing tasks including robust speech discrimination, speech enhancement and phoneme recognition.
Keywords
speech enhancement; speech recognition; audio cortical representation; multiresolution representation; neurophysiological studies; phoneme recognition; speech enhancement; speech processing; Gabor filters; Modulation; Spectrogram; Speech; Speech enhancement; Speech recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location
Prague
ISSN
1520-6149
Print_ISBN
978-1-4577-0538-0
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2011.5947697
Filename
5947697
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