Advanced Algorithms and Architectures for Speech Understanding: 1 (Research Reports Esprit, 1) - Softcover

Softcover

ISBN 10: 3540534024 ISBN 13: 9783540534020

Publisher: Springer, 1990

Synopsis

This book is intended to give an overview of the major results achieved in the field of natural speech understanding inside ESPRIT Project P. 26, "Advanced Algorithms and Architectures for Speech and Image Processing". The project began as a Pilot Project in the early stage of Phase 1 of the ESPRIT Program launched by the Commission of the European Communities. After one year, in the light of the preliminary results that were obtained, it was confirmed for its 5-year duration. Even though the activities were carried out for both speech and image understand­ ing we preferred to focus the treatment of the book on the first area which crystallized mainly around the CSELT team, with the valuable cooperation of AEG, Thomson-CSF, and Politecnico di Torino. Due to the work of the five years of the project, the Consortium was able to develop an actual and complete understanding system that goes from a continuously spoken natural language sentence to its meaning and the consequent access to a database. When we started in 1983 we had some expertise in small-vocabulary syntax-driven connected-word speech recognition using Hidden Markov Models, in written natural lan­ guage understanding, and in hardware design mainly based upon bit-slice microprocessors.

About this title

Synopsis

This study provides an overview of the major results achieved by a project in the field of natural speech understanding. The book describes the complete speech understanding system, from the speech input of a question to the answer formulated in spoken natural language. All the components of the system are described in detail: speech recognition algorithms, understanding techniques, hardware based on Digital Speech Processing (DSP) and parallel architectures and languages. The main features of the system described are continuous speech, a vocabulary size of 1000 words, training independent of application vocabulary, natural language with limited syntactic coverage and constrained semantic domain relevant to a database enquiry. The book should be useful for researchers involved with the problem of designing a speech understanding system as well as for advanced students interested in the principles and fundamentals.

Edition details

• Publisher: Springer
• Publication date: 1990
• Language: English
• ISBN 10: 3540534024
• ISBN 13: 9783540534020
• Binding: Paperback
• Edition number: 1
• Number of pages: 288
• Editor: Pirani Giancarlo