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A Tutorial Based on a Public Domain C++ Toolkit
Table of Contents
Introduction

1. Installation
  1.1 Overview
  1.2 Using CVS Remotely
  1.3 Using CVS Locally
  1.4 Tar Distributions
  1.5 Compilation
  1.6 Testing
  1.7 About Tutorial Examples
  1.8 Command Synopsis
4. Recognition
  4.1 Overview
  4.2 Network Decoding
  4.3 Scoring
  4.4 Forced Alignment
  4.5 N-Best Generation
  4.6 Word Graph Generation
  4.7 Word Graph Rescoring
  4.8 Word Graph Error Rate
  4.9 Command Synopsis
7. Comprehensive Examples
  7.1 Overview
  7.2 TIDigits
  7.3 Alphadigits
  7.4 Resource Management
  7.5 Wall Street Journal
  7.6 Switchboard
  7.7 Command Synopsis
2. Data Preparation
  2.1 Overview
  2.2 File Conversion
  2.3 Downsampling
  2.4 Auxiliary Resources
  2.5 Command Synopsis
5. Acoustic Modeling
  5.1 Overview
  5.2 Word Models
  5.3 CI Phone Models
  5.4 Word Internal CD Models
  5.5 Cross-Word CD Models
  5.6 Parallel Training
  5.7 Command Synopsis
Appendix
  A. Lecture Notes
  B. AJR: Speech Analysis
  C. CMU: Hephaestus
  D. HTK: HMM Toolkit
  E. NIST: Common Evaluations
  F. OGI: HLT Survey
  G. SDK: Speech Development Kit
3. Feature Extraction
  3.1 Overview
  3.2 Signal Flow Graphs
  3.3 Rapid Prototyping
  3.4 Transforming Signals
  3.5 MFCC Example
  3.6 Components
  3.7 Command Synopsis
6. Language Modeling
  6.1 Overview
  6.2 LM Tools
  6.3 N-Gram Modeling
Glossary
  A B C D E F G
  H I J K L M N
  O P Q R S T U
  V W X Y Z
   
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