Multilingual Speech Processing
暫譯: 多語言語音處理

Tanja Schultz, Katrin Kirchhoff

  • 出版商: Academic Press
  • 出版日期: 2005-12-01
  • 定價: $2,580
  • 售價: 5.0$1,290
  • 語言: 英文
  • 頁數: 536
  • 裝訂: Hardcover
  • ISBN: 0120885018
  • ISBN-13: 9780120885015
  • 相關分類: 語音辨識 Speech-recognition
  • 立即出貨

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商品描述

Description

Tanja Schultz and Katrin Kirchhoff have compiled a comprehensive overview of speech processing from a multilingual perspective. By taking this all-inclusive approach to speech processing, the editors have included theories, algorithms, and techniques that are required to support spoken input and output in a large variety of languages. This book presents a comprehensive introduction to research problems and solutions, both from a theoretical as well as a practical perspective, and highlights technology that incorporates the increasing necessity for multilingual applications in our global community. Current challenges of speech processing and the feasibility of sharing data and system components across different languages guide contributors in their discussions of trends, prognoses and open research issues. This includes automatic speech recognition and speech synthesis, but also speech-to-speech translation, dialog systems, automatic language identification, and handling non-native speech. The book is complemented by an overview of multilingual resources, important research trends, and actual speech processing systems that are being deployed in multilingual human-human and human-machine interfaces. Researchers and developers in industry and academia with different backgrounds but a common interest in multilingual speech processing will find an excellent overview of research problems and solutions detailed from theoretical and practical perspectives.

 

Table of Contents

CH 1: Introduction CH 2: Language Characteristics CH 3: Linguistic Data Resources CH 4: Multilingual Acoustic Modeling CH 5: Multilingual Dictionaries CH 6: Multilingual Language Modeling CH 7: Multilingual Speech Synthesis CH 8: Automatic Language Identification CH 9: Other Challenges CH 10: Speech-to-Speech Translation CH 11: Multilingual Spoken Dialog Systems Bibliography

商品描述(中文翻譯)

**描述**

Tanja Schultz 和 Katrin Kirchhoff 編輯了一本從多語言角度出發的語音處理綜述。透過這種全面的語音處理方法,編輯們納入了支持多種語言的語音輸入和輸出的理論、算法和技術。本書提供了對研究問題和解決方案的全面介紹,無論是從理論還是實踐的角度,並突顯了在全球社區中日益增長的多語言應用需求所需的技術。當前語音處理的挑戰以及在不同語言之間共享數據和系統組件的可行性,指導貢獻者討論趨勢、預測和未解決的研究問題。這包括自動語音識別和語音合成,還有語音到語音的翻譯、對話系統、自動語言識別以及處理非母語的語音。本書還附有多語言資源的概述、重要的研究趨勢以及正在多語言人機介面中部署的實際語音處理系統。來自產業和學術界的研究人員和開發者,儘管背景不同,但對多語言語音處理有共同的興趣,將會發現本書詳細介紹的研究問題和解決方案的優秀概述,涵蓋理論和實踐的視角。

**目錄**

CH 1: 介紹
CH 2: 語言特徵
CH 3: 語言數據資源
CH 4: 多語言聲學建模
CH 5: 多語言字典
CH 6: 多語言語言建模
CH 7: 多語言語音合成
CH 8: 自動語言識別
CH 9: 其他挑戰
CH 10: 語音到語音翻譯
CH 11: 多語言口語對話系統
參考文獻