Soft Computing Implementation of Automatic Speech Recognition

Language: English

Published by LAP LAMBERT Academic Publishing Okt 2010, 2010

3843365709 / 9783843365703

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This item is printed on demand - Print on Demand Titel. Neuware -This work assimilates an introduction to the Human speech production system, Fundamentals of speech recognition, the methods for data analysis as well as the theoretical background of past research, Soft computing, implementation as a form of Methodology, Results and Conclusion & future work . Soft Computing includes a family consisting of many members, namely Genetic Algorithms (GAs), Neural Networks and others.With this text, you will find a balance between theory and implementation that allows you to build your understanding of the basic concepts, Methodology and a results obtained using various neural networks with Recognition percentages of isolated words in two different languages and Confusion Matrix for radial basis similarly for probabilistic. This work also shows the Comparative analysis of results from the Recognition using GA and without GA. The use of GAs for feature optimizers is a novel concept in Automatic Speech Recognition hence the system becomes more robust to noise. Emphasis is laid more on a soft computing rather than on a hard one.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 72 pp. Englisch.…

Seller Inventory # 9783843365703

Title
Soft Computing Implementation of Automatic Speech Recognition
Author
Himanshu Chaurasiya
Publisher
LAP LAMBERT Academic Publishing Okt 2010
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3843365709
ISBN 13
9783843365703
Item weight
125 grams
Dimensions
220x150x5 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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