Connectionist Speech Recognition a Hybrid Approach
- List Price: $319.00
- Binding: Hardcover
- Publisher: Kluwer Academic Print on Demand
- Publish date: 01/01/1994
Description:
1 Introduction.- 2 Statistical Pattern Classification.- 3 Hidden Markov Models.- 4 Multilayer Perceptrons.- 5 Speech Recognition Using ANNs.- 6 Statistical Inference in MLPs.- 7 The Hybrid HMM/MLP Approach.- 8 Experimental Systems.- 9 Context-Dependent MLPs.- 10 System Tradeoffs.- 11 Training Hardware and Software.- 12 Cross-Validation In Mlp Training.- 13 Hmm/Mlp And Predictive Models.- 14 Feature Extraction By Mlp.- 15 Final System Overview.- 16 Conclusions.- Acronyms.
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