Speech and Language Engineering

1. Auflage 2007
ISBN: 978-0-8247-2219-7
Verlag: EPFL Press

Buch, Englisch, 350 Seiten, Format (B × H): 216 mm x 279 mm, Gewicht: 885 g

With the rapid growth of the language and speech industry, there is an increasing need for specialists able to work on multi-disciplinary projects combining elements of speech processing, natural language processing, and computer science. A unique text, Speech and Language Engineering builds the theoretical and practical background required for efficient teamwork in modern language and speech engineering. It provides an extensive introduction to the major areas of speech and language technology. Strengthening inter-disciplinary connections, it includes lectures on speech signal processing, speech and speaker recognition, and natural language processing, applications, and linguistic training for language and speech engineers.The authors move from acoustic signal processing to pragmatics, traversing all the important aspects of speech and language processing such as phonetics, morphology, syntax, and semantics. They have purposefully designed the book to integrate the common thread that runs through the general principles of engineering sciences. The volume exemplifies an emerging methodology that is a key issue in the rational design of efficient and robust language-based computer applications. While engineering rigor is guaranteed in all chapters, the authors highlight the intuitive aspects of technical details. The contributions from acknowledged experts in the relevant sub-disciplines make this book a synthesis and distillation of knowledge into a coherent presentation.

Zielgruppe

Speech analysts and scientists, language and linguistic specialists, and professionals in speech engineering, language processing, and modern languages.

Autoren/Hrsg.

Rajman, Martin

Pallota, Vincenzo

Fachgebiete

• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
• Mathematik | Informatik EDV | Informatik Informatik Tonsignalverarbeitung

Inhaltsverzeichnis

Chapter 1Linguistic background for NLP, E. WehrliLinguistic models for parsing and generation, E. WehrliIntroduction to semantics, J. MoeschlerIntroduction to pragmatics, J. MoeschlerChapter 2Digital signal processing, J.-P. Thiran and M. KuntSpeech signal modeling and analysis, H. HermanskyState-of-the-art speech coding techniques and standards, A. DrygajloChapter 3Morpho-lexical processing and Part-of-Speech tagging, J.-C. ChappelierSyntactic processing, J.-C. ChappelierIntroduction to computational semantics, V. PallottaVector space semantics, M. RajmanLexical semantics, V. PallottaChapter 4Statistical pattern recognition and Automatic speech recognition, H. BourlardSpeaker recognition, H. BourlardSpeech synthesizers and automatic TTS conversion, T. DutoitChapter 5Machine Translation, M. KingApplied models for man-machine dialogue, V. PallottaMan-machine voice communication and speech engineering, A. Drygajlo Multilingual NLP, E. Wehrli

Über Autor(innen)

Swiss Federal Institute of Technology, Lausanne, Switzerland Lausanne CH-1015 Swiss Federal Institute of Technology, Lausanne, Switzerland Lausanne 1015
Swiss Federal Institute of Technology, Lausanne, Switzerland Lausanne CH-1015 Swiss Federal Institute of Technology, Lausanne, Switzerland Lausanne 1015