IEEE - Institute of Electrical and Electronics Engineers, Inc. - HMM adaptation using sparse Probabilistic Space Mapping for noisy speech

ICASSP 2010 - 2010 IEEE International Conference on Acoustics, Speech and Signal Processing

Author(s): Kalgaonkar, K. ; Clements, M.A.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 March 2010
Conference Location: Dallas, TX, USA, USA
Conference Date: 14 March 2010
Page(s): 4,554 - 4,557
ISBN (CD): 978-1-4244-4296-6
ISBN (Paper): 978-1-4244-4295-9
ISSN (CD): 1520-6149
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2010.5495582
Regular:

This paper presents an extension of Probabilistic Space Maps (PS-MAPS) to adapt clean acoustic models to a noisy environment. In the presence of noise, the relationship between noisy and clean... View More

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