Cover Image
Read Now

Speech-to-Speech Translation A Massively Parallel Memory-Based Approach

Speech--to--Speech Translation: a Massively Parallel Memory-Based Approach describes one of the world's first successful speech--to--speech machine translation systems. This system accepts speaker-independent continuous speech, and produces translations as audio output. Subsequent versions of t...

Full description

Bibliographic Details
Main Author: Kitano, Hiroaki
Format: eBook
Language:English
Published: New York, NY Springer US 1994, 1994
Edition:1st ed. 1994
Series:The Springer International Series in Engineering and Computer Science
Subjects:
Computational Linguistics
Artificial Intelligence
Natural Language Processing (nlp)
Natural Language Processing (computer Science)
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
Table of Contents:
  • 4.12 Related Works
  • 4.13 Discussions
  • 4.14 Conclusion
  • 5 DMSNAP: An Implementation On The Snap Semantic Network Array Processor
  • 5.1 Introduction
  • 5.2 SNAP Architecture
  • 5.3 Philosophy Behind DMSNAP
  • 5.4 Implementation of DMSNAP
  • 5.5 Linguistic Processing in DMSNAP
  • 5.6 Performance
  • 5.7 Conclusion
  • 6 Astral: An Implementation On The IXM2 Associative Memory Processor
  • 6.1 Introduction
  • 6.2 The Massively Parallel Associative Processor IXM2
  • 6.3 Experimental Implementation I: A Flat Pattern Model
  • 6.4 Performance
  • 6.5 Memory and Processor Requirements
  • 6.6 Enhancement: Hierarchical Memory Network
  • 6.7 Experimental Implementation II: Hierarchical Memory Network Model
  • 6.8 Performance
  • 6.9 Hardware Architecture for Memory-Based Parsing
  • 6.10 Conclusion
  • 7 Memoir: An Alternative View
  • 7.1 Introduction.-7.2 Overall Architecture
  • 7.3 Knowledge Sources
  • 7.4 Grammatical Inference
  • 7.5 Examples Retrieval
  • 7.6 Adaptive Translation
  • 7.7 Monitor
  • 7.8 Preliminary Evaluation
  • 7.9 Conclusion
  • 8 Conclusion
  • 8.1 Summary of Contributions
  • 8.2 Future Works
  • 8.3 Final Remarks
  • 1 Introduction
  • 1.1 Speech-to-Speech Dialogue Translation
  • 1.2 Why Spoken Language Translation is So Difficult?
  • 1.3 A Brief History of Speech Translation Related Fields
  • 2 Current Research Toward Speech-to-Speech Translation
  • 2.1 SpeechTrans
  • 2.2 SL-TRANS
  • 2.3 JANUS
  • 2.4 MINDS
  • 2.5 Knowledge-Based Machine Translation System
  • 2.6 The HMM-LR Method
  • 3 Design Philosophy Behind The ? DMDIALOG System
  • 3.1 Introduction
  • 3.2 Memory-Based Approach to Natural Language Processing
  • 3.3 Massively Parallel Computing
  • 3.4 Marker-Passing
  • 4 The ? DMDIALOG System
  • 4.1 Introduction
  • 4.2 An Overview of the Model
  • 4.3 Speech Input Processing
  • 4.4 Memory-Based Parsing
  • 4.5 Syntactic/Semantic Parsing
  • 4.6 Discourse Processing
  • 4.7 Prediction from the Language Model
  • 4.8 Cost-based Ambiguity Resolution
  • 4.9 Interlingua with Multiple Levels of Abstraction
  • 4.10 Generation
  • 4.11 Simultaneous Interpretation: Generation while Parsing is in Progress

Similar Items