DocumentCode :
2999032
Title :
Phonetic typewriter for Finnish and Japanese
Author :
Kohonen, T. ; Torkkola, K. ; Shozakai, M. ; Kangas, J. ; Ventä, O.
Author_Institution :
Lab. of Inf. & Comput. Sci., Helsinki Univ. of Technol., Espoo, Finland
fYear :
1988
fDate :
11-14 Apr 1988
Firstpage :
607
Abstract :
A microprocessor-based real-time speech recognition system is described. It is able to produce orthographic transcriptions for arbitrary words or phrases uttered in Finnish or Japanese. It can also be used as a large-vocabulary isolated word recognizer. The acoustic processor of the system transcribing speech into phonemes is based on neural network principles. The so-called phonotopic maps constructed by a self-organizing process are employed. The coarticulation effects in phonetic transcriptions are compensated by means of automatically derived rules which describe the morphology of errors at the acoustic processor output. Without applying any language model, the recognition result is correct up to 92 or even 97 per cent referring to individual letters
Keywords :
neural nets; speech recognition; voice equipment; Finnish; Japanese; acoustic processor; arbitrary words; coarticulation effects; errors; large-vocabulary isolated word recognizer; microprocessor-based real-time speech recognition system; neural network; orthographic transcriptions; phonemes; phonetic transcriptions; phonetic typewriters; phonotopic maps; phrases; Artificial neural networks; Automatic speech recognition; Laboratories; Network topology; Neurons; Organizing; Speech processing; Speech recognition; Surface morphology; Transient analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1988. ICASSP-88., 1988 International Conference on
Conference_Location :
New York, NY
ISSN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.1988.196658
Filename :
196658
Link To Document :
بازگشت