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Automatic Speech and Speaker Recognition: Advanced Topics Book

Automatic Speech and Speaker Recognition: Advanced Topics
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Automatic Speech and Speaker Recognition: Advanced Topics, Research in the field of automatic speech and speaker recognition has made number of significant advances in the last two decades, influenced by advances in signal processing, algorithms, architectures, and hardware. These advances include: the adoption o, Automatic Speech and Speaker Recognition: Advanced Topics
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  • Automatic Speech and Speaker Recognition: Advanced Topics
  • Written by author Chin-Hui Lee
  • Published by Springer-Verlag New York, LLC, 7/31/2012
  • Research in the field of automatic speech and speaker recognition has made number of significant advances in the last two decades, influenced by advances in signal processing, algorithms, architectures, and hardware. These advances include: the adoption o
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Preface
1 An Overview of Automatic Speech Recognition 1
2 An Overview of Speaker Recognition Technology 31
3 Maximum Mutual Information Estimation of Hidden Markov Models 57
4 Bayesian Adaptive Learning and Map Estimation of HMM 83
5 Statistical and Discriminative Methods for Speech Recognition 109
6 Context Dependent Vector Quantization for Speech Recognition 133
7 Hidden Markov Network for Precise Acoustic Modeling 159
8 From HMMS to Segment Models: Stochastic Modeling for CSR 185
9 Voice Identification Using Nonparametric Density Matching 211
10 The Use of Recurrent Networks in Continuous Speech Recognition 233
11 Hybrid Connectionist Models for Continuous Speech Recognition 259
12 Automatic Generation of Detailed Pronunciation Lexicons 285
13 Word Spotting - Extracting Partial Information from Continuous Utterances 303
14 Spectral Dynamics for Speech Recognition Under Adverse Conditions 331
15 Signal Processing for Robust Speech Recognition 357
16 Dynamic Programming Search: From Digit Strings to Large Vocabulary Word Graphs 385
17 Fast Matching Techniques 413
18 Multiple-Pass Search Strategies 429
19 Issues in Practical Large Vocabulary Isolated Word Recognition: The IBM Tangora System 457
20 From Sphinx-II to Whisper: Making Speech Recognition Usable 481
Index 509


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Automatic Speech and Speaker Recognition: Advanced Topics, Research in the field of automatic speech and speaker recognition has made number of significant advances in the last two decades, influenced by advances in signal processing, algorithms, architectures, and hardware. These advances include: the adoption o, Automatic Speech and Speaker Recognition: Advanced Topics

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Automatic Speech and Speaker Recognition: Advanced Topics, Research in the field of automatic speech and speaker recognition has made number of significant advances in the last two decades, influenced by advances in signal processing, algorithms, architectures, and hardware. These advances include: the adoption o, Automatic Speech and Speaker Recognition: Advanced Topics

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Automatic Speech and Speaker Recognition: Advanced Topics, Research in the field of automatic speech and speaker recognition has made number of significant advances in the last two decades, influenced by advances in signal processing, algorithms, architectures, and hardware. These advances include: the adoption o, Automatic Speech and Speaker Recognition: Advanced Topics

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