UID:
almafu_9959328636502883
Format:
1 online resource (xix, 573 pages) :
,
illustrations
ISBN:
9780470714089
,
0470714085
,
9780470714072
,
0470714077
,
0470517042
,
9780470517048
Content:
A complete overview of distant automatic speech recognition. The performance of conventional Automatic Speech Recognition (ASR) systems degrades dramatically as soon as the microphone is moved away from the mouth of the speaker. This is due to a broad variety of effects such as background noise, overlapping speech from other speakers, and reverberation. While traditional ASR systems underperform for speech captured with far-field sensors, there are a number of novel techniques within the recognition system as well as techniques developed in other areas of signal processing that can mitigate th.
Note:
Acoustics -- Signal processing and filtering techniques -- Bayesian filter -- Speech feature extraction -- Speech feature enhancement -- Search : finding the best word hypothesis -- Hidden Markov model parameter estimation -- Feature and model transformation -- Speaker localization and tracking -- Digital filter banks -- Blind source separation -- Beamforming -- Hands on.
Additional Edition:
Print version: Woelfel, Matthias. Distant speech recognition. Chichester, U.K. : Wiley, 2009 ISBN 9780470517048
Additional Edition:
ISBN 0470517042
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
DOI:
10.1002/9780470714089
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470714089
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470714089
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470714089
