Bookcover of Robust Parallel Speech Recognition
Booktitle:

Robust Parallel Speech Recognition

Robust Speech Recognition of Noisy or Reverberated Data Using Multiple Recognizers in Different Energy Bands

AV Akademikerverlag (2015-09-07 )

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ISBN-13:

978-3-639-86663-6

ISBN-10:
3639866630
EAN:
9783639866636
Book language:
English
Blurb/Shorttext:
This book focuses on automatic speech recognition in clean and noisy or reverbrant environments. Therefore, a parallel speech recognition system using TempoRAL Patterns (TRAPs) is described. The TRAPs are computed over a rather long temporal context for each critical band in the signal's spectrum. Then, the features of the different bands are combined. Thus recognition only in certain bands is possible. This is beneficial if noise only occurs in parts of the spectrum. In this manner multiple speech recognizers are trained which analyze disjoint parts of the frequency domain. Each of the speech recognizers extracts a different word chain from the audio signal. In the end the word chains are merged to form a single recognition result. As shown on different data sets the parallel speech recognition system is much more robust to noise and reverberation than the state-of-the-art baseline system.
Publishing house:
AV Akademikerverlag
Website:
http://www.akademikerverlag.de/
By (author) :
Andreas Maier
Number of pages:
100
Published on:
2015-09-07
Stock:
Available
Category:
Informatics, IT
Price:
54.90 €
Keywords:
speech recognition, Robust Speech Recognition, Traps, Parallel Speech Recognition, Noise, Reverberation, Children''s speech, Children's speech

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