Spoken Language Processing: A Guide to Theory, Algorithm and System Development(paperback)美國原版

Xuedong Huang, Alex Acero, Hsiao-Wuen Hon

  • 出版商: Prentice Hall
  • 出版日期: 2001-05-05
  • 定價: USD $94.00
  • 售價: $2,980
  • 貴賓價: 9.5$2,831
  • 語言: 英文
  • 頁數: 1008
  • 裝訂: Paperback
  • ISBN: 0130226165
  • ISBN-13: 9780130226167

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*New advances in spoken language processing: theory and practice *In-depth coverage of speech processing, speech recognition, speech synthesis, spoken language understanding, and speech interface design *Many case studies from state-of-the-art systems, including examples from Microsofts advanced research labs Spoken Language Processing draws on the latest advances and techniques from multiple fields: computer science, electrical engineering, acoustics, linguistics, mathematics, psychology, and beyond. Starting with the fundamentals, it presents all this and more: *Essential background on speech production and perception, probability and information theory, and pattern recognition *Extracting information from the speech signal: useful representations and practical compression solutions *Modern speech recognition techniques: hidden Markov models, acoustic and language modeling, improving resistance to environmental noises, search algorithms, and large vocabulary speech recognition *Text-to-speech: analyzing documents, pitch and duration controls; trainable synthesis, and more *Spoken language understanding: dialog management, spoken language applications, and multimodal interfaces. T