The spoken language is the most important means of human information transmission. Thus, as we enter the age of the Information Society, the use of the man-machine interface through the spoken language becomes increasingly important. Due to the extent of the problems involved, however, full realization of such an interface calls for coordination of research efforts beyond the scope of a single group or institution.
Thus a nationwide research project was conceived and started in 1987 as one of the first Priority Research Areas supported by the Ministry of Education, Science and Culture of Japan. The project was carried out in collaboration with over 190 researchers in Japan.
The present volume begins with an overview of the project, followed by 41 papers presented at the symposia. This work is expected to serve as an important source of information on each of the nine topics adopted for intensive study under the project.
This book will serve as a guideline for further work in the important scientific and technological field of spoken language processing.
Overview. Overview of Japanese efforts towards an advanced man-machine interface through spoken language (H. Fujisaki). Speech Analysis. Composite cosine wave analysis and its application to speech signal (S. Saito, K. Tamaribuchi). Smoothed group delay analysis and its applications to isolated word recognition (H. Singer et al.). A new method of speech analysis - PSE (T. Nakajima, T. Suzuki). Estimation of voice source and vocal tract parameters based on ARMA analysis and a model for the glottal source waveform (H. Fujisaki, M. Ljungqvist). Estimation of sound pressure distribution characteristics in the vocal tract (N. Miki, K. Motoki). Speech production model involving the subglottal structure and oral-nasal coupling due to wall vibration (H. Suzuki et al.). On the analysis of predictive data such as speech by a class of single layer connectionist models (F. Fallside). Feature Extraction. Phoneme recognition in continuous speech using feature selection based on mutual information (K. Shirai et al.). Dependency of vowel spectra on phoneme environment (T. Kobayashi). A preliminary study on a new acoustic feature model for speech recognition (M. Dantsuji, S. Kitazawa). A hybrid code for automatic speech recognition (R. DeMori). Complementary approaches to acoustic-phonetic decoding of continuous speech (J.-P. Haton). Is rule-based acoustic-phonetic speech recognition a dead end? (P.V.S. Rao). Speech Recognition. Speaker-independent phoneme recognition using network units based on the a posteriori probability (J. Miwa). Unsupervised speaker adaptation in speech recognition (H. Matsumoto, Y. Yamashita). A Japanese text dictation system based on phoneme recognition and a dependency grammar (S. Makino et al.). Word recognition using synthesized templates (M. Blomberg et al.). A cache-based natural language model for
- No. of pages:
- © Elsevier Science 1996
- 24th October 1996
- Elsevier Science
- eBook ISBN:
- Hardcover ISBN:
Science University of Tokyo, Department of Applied Electronics, Tokyo, Japan