Multilingual Speech Processing

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Tanja Schultz, Katrin Kirchhoff
Academic Press, Jun 12, 2006 - Technology & Engineering - 536 pages
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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. Multilingual Speech Processing 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.

  • State-of-the-art research with a global perspective by authors from the USA, Asia, Europe, and South Africa
  • The only comprehensive introduction to multilingual speech processing currently available
  • Detailed presentation of technological advances integral to security, financial, cellular and commercial applications

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Chapter 2 Language Characteristics
Chapter 3 Linguistic Data Resources
Chapter 4 Multilingual Acoustic Modeling
Chapter 5 Multilingual Dictionaries
Chapter 6 Multilingual Language Modeling
Chapter 7 Multilingual Speech Synthesis
Chapter 8 Automatic Language Identification
Nonnative Speech Dialects Accents and Local Interfaces
Chapter 10 SpeechtoSpeech Translation
Chapter 11 Multilingual Spoken Dialog Systems

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Page xxii - Jeffrey Mogul received an SB from the Massachusetts Institute of Technology in 1979, and his MS and Ph.D. degrees from Stanford University in 1980 and 1986. Since 1986, he has been a researcher at Digital's Western Research Laboratory, working on network and operating systems issues for highperformance computer systems.
Page xviii - EE, and Ph.D. degrees in electrical engineering and computer science from the Massachusetts Institute of Technology, Cambridge in 1977, 1978, and 1981, respectively.
Page 460 - On the approximate realization of continuous mapping by neural networks, Neural Networks, 2, 183-193.
Page 12 - Simultaneous and X. Affricates and double articulations can be represented by two symbols joined by a tie bar if necessary.
Page 12 - ALPHABET (revised to 1993, updated 1996) CONSONANTS (PULMONIC) Where symbols appear in pairs, the one to the right represents a voiced consonant. Shaded areas denote articulations judged impossible. CONSONANTS (NON-PULMONIC...