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List of Figures. List of Tables. Notation. Foreword. Preface. I: Background. 1. Introduction. 2. Statistical Pattern Classification. 3. Hidden Markov Models. 4. Multilayer Perceptions. II: Hybrid HMM/MLP Systems. 5. Speech Recognition using ANNs. 6. Statistical Inference in MLPs. 7. The Hybrid HMM/MLP Approach. 8. Experimental Systems. 9. Context-Dependent MPLs. 10. System Tradeoffs. 11. Training Hardware and Software. III: Additional Topics. 12. Cross-Validation in MLP Training. 13. HMM/MLP and Predictive Models. 14. Feature Extraction by MLP. IV: Finale. 15. Final System Overview. 16. Conclusions. Bibliography. Index. Acronyms.
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Ferhat DaÄŸ
reviewed Connectionist Speech Recognition, A Hybrid Approach on March 21, 2014
Connectionist Speech Recognition, A Hybrid Approach
Despite the fact that this is in my Read shelf, I have never read this book. But I want to talk about its author, Manny Rayner. Manny is one of the greatest people I have ever known. I know for a fact that once, as he was walking in a poor part of the city, he passed a homeless man who was evidently suffering from the DTs. Manny sat with this man, on the filthy, piss-stinking scrub under a bridge, for seven (7) hours, cradling the unfortunate's head in his arms, until the fit passed. Afterwards, the man wept and tried to press into Manny's hands a few grubby coins, which needless to say Manny would not accept.
So no, I haven't read Putting Linguistics into Speech Recognition: The Regulus Grammar Compiler, but how could any book about the Regulus Grammar Compiler fail to be wonderful, written by an author with Manny's heaven-drunk soul?
[PLEASE FLAG THIS REVIEW, AS I AM DOING, FOR BEING ABOUT AUTHOR BEHAVIOR, AND NOT ABOUT THE BOOK.]
[YOU MAY ALSO WANT TO REPORT MY BOOKSHELF AUTHORS-BEHAVING-FANTASTICALLY, AS IT CLEARLY IS AS PERNICIOUS AS ANY SHELF CALLED AUTHORS-BEHAVING-BADLY.]
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Add Connectionist Speech Recognition, A Hybrid Approach, Connectionist Speech Recognition: A Hybrid Approach describes the theory and implementation of a method to incorporate neural network approaches into state of the art continuous speech recognition systems based on hidden Markov models (HMMs) to improve th, Connectionist Speech Recognition, A Hybrid Approach to your collection on WonderClub |