Speech intensifying-characteristic weighing-logrithmic spectrum addition method for anti-noise speech recognization
Title:
Speech intensifying-characteristic weighing-logrithmic spectrum addition method for anti-noise speech recognization
Application Number:
02124144
Application Date:
2002/07/12
Announcement Date:
2003/02/19
Pub. Date:
Publication Number:
1397929
Announcement Number:
1162838
Grant Date:
2004-8-18
Granted Pub. Date:
2004-8-18
ApplicationType:
Invention
State/Country:
11[China|beijing]
IPC:
G10L 15/00, G10L 15/20
Applicant(s):
Tsinghua Univ
Inventor(s):
Cao Zhigang, Xu Tao
Key Words:
Speech intensifying-characteristic weighing-logrithmic spectrum addition, speech recognization
Abstract:
A "speech intensifying (MMSE)-feature weighting (FW)-logrithmic spectrum addition (LA)" method for anti-interference speech recognition features that according to the speech features in short time, the local S/N ratio is extracted, the confidence of the feature, that is weight, is estimated, and the recognition algorithm is such modified that the weight information is used. Its advantages are high S/N ratio and high recognition percentage up to 80% in strong noise condition.
Claim:
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PCT:
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