Andere Kunden interessierten sich auch für
![Usability of Speech Dialog Systems]( "Usability of Speech Dialog Systems")
Usability of Speech Dialog Systems82,99 €![Proactive Spoken Dialogue Interaction in Multi-Party Environments]( "Proactive Spoken Dialogue Interaction in Multi-Party Environments")
Proactive Spoken Dialogue Interaction in Multi-Party Environments74,99 €![Usability of Speech Dialog Systems]( "Usability of Speech Dialog Systems")
Usability of Speech Dialog Systems75,99 €![Intelligent Control Based on Flexible Neural Networks]( "Intelligent Control Based on Flexible Neural Networks")
Intelligent Control Based on Flexible Neural Networks74,99 €![Statistical Pronunciation Modeling for Non-Native Speech Processing]( "Statistical Pronunciation Modeling for Non-Native Speech Processing")
Statistical Pronunciation Modeling for Non-Native Speech Processing74,99 €![Statistical Pronunciation Modeling for Non-Native Speech Processing]( "Statistical Pronunciation Modeling for Non-Native Speech Processing")
Statistical Pronunciation Modeling for Non-Native Speech Processing74,99 €![Automatic Learning Techniques in Power Systems]( "Automatic Learning Techniques in Power Systems")
Automatic Learning Techniques in Power Systems116,99 €
In this book, hierarchical structures based on neural networks are investigated for automatic speech recognition. These structures are evaluated on the phoneme recognition task where a Hybrid Hidden Markov Model/Artificial Neural Network paradigm is used. The baseline hierarchical scheme consists of two levels each which is based on a Multilayered Perceptron. Additionally, the output of the first level serves as a second level input. The computational speed of the phoneme recognizer can be substantially increased by removing redundant information still contained at the first level output. Several techniques based on temporal and phonetic criteria have been investigated to remove this redundant information. The computational time could be reduced by 57% whilst keeping the system accuracy comparable to the baseline hierarchical approach.
From the reviews:
"This brief book comes packed with useful information about some novel techniques for the recognition of speech building blocks known as phonemes. ... it is brimming with useful and well-presented information. I recommend it for graduate students in the field, as well as for practicing professionals." (Vladimir Botchev, Computing Reviews, May, 2013)
"This brief book comes packed with useful information about some novel techniques for the recognition of speech building blocks known as phonemes. ... it is brimming with useful and well-presented information. I recommend it for graduate students in the field, as well as for practicing professionals." (Vladimir Botchev, Computing Reviews, May, 2013)