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Soft Computing Implementation of Automatic Speech Recognition: Isolated words recognition - Softcover
Synopsis
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.
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About the Author
Himanshu Chaurasiya is a Lecturer of Electronics and Comm. Engineering, presently at Amity University, Noida,U.P.,INDIA. He received B.Tech in 2006 and M.Tech in Digital Comm. Systems in 2008.He has been actively involved in teaching & research. His research interests include Automatic Speech Recognition, Soft Computing and Telecommunication.
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- PublisherLAP LAMBERT Academic Publishing
- Publication date2010
- ISBN 10 3843365709
- ISBN 13 9783843365703
- BindingPaperback
- LanguageEnglish
- Number of pages72
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Soft Computing Implementation of Automatic Speech Recognition
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LAP LAMBERT Academic Publishing Okt 2010, 2010
ISBN 10: 3843365709
ISBN 13: 9783843365703
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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - 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. 72 pp. Englisch. Seller Inventory # 9783843365703
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Soft Computing Implementation of Automatic Speech Recognition : Isolated words recognition
Published by
LAP LAMBERT Academic Publishing, 2010
ISBN 10: 3843365709
ISBN 13: 9783843365703
New
Taschenbuch
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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. Seller Inventory # 9783843365703
Quantity: 1 available
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Soft Computing Implementation of Automatic Speech Recognition
Published by
LAP LAMBERT Academic Publishing, 2010
ISBN 10: 3843365709
ISBN 13: 9783843365703
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Softcover
Seller: moluna, Greven, Germany
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Chaurasiya HimanshuHimanshu Chaurasiya is a Lecturer of Electronics and Comm. Engineering, presently at Amity University, Noida,U.P.,INDIA. He received B.Tech in 2006 and M.Tech in Digital Comm. Systems in 2008.He has been activel. Seller Inventory # 5466517
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