Method and apparatus for recognizing the uttered words in a speech signal

作者: Volker Steinbiss , Hermann Ney

DOI:

关键词: Word (computer architecture)Word recognitionSpeech recognitionNatural language processingLanguage modelWord error rateFactored language modelWord lists by frequencyComputer scienceCache language modelVocabularyArtificial intelligence

摘要: In the recognition of coherent speech, language models are favourably used to increase reliability recognition, which models, for example, take into account probabilities word combinations, especially pairs. For this purpose, a model value corresponding probability is added at boundaries between words. several methods, when vocabulary built up from phonemes in shape tree, it not known start continuation hypothesis after end will actually follow, so that cannot be taken until next word. Measures given achieving such manner as far possible optimal preceding or sequence without necessity constructing copy searching tree each and every simultaneously ending sequence.

参考文章(12)
Andreas Noll, Hermann Dr. Ney, Method for detecting associatively pronounced words ,(1988)
Andreas Noll, Annedore Paeseler, Hermann Dr Ney, Verfahren zum erkennen kontinuierlich gesprochener woerter ,(1987)
James K. Baker, Speech recognition method Journal of the Acoustical Society of America. ,vol. 87, pp. 1672- 1672 ,(1987) , 10.1121/1.399009
A. Smith, J. Denenberg, T. Slack, C. Tan, R. Wohlford, Application of a sequential pattern learning system to connected speech recognition international conference on acoustics, speech, and signal processing. ,vol. 10, pp. 1201- 1204 ,(1985) , 10.1109/ICASSP.1985.1168282
Laurence Gillick, Method for representing word models for use in speech recognition Journal of the Acoustical Society of America. ,vol. 92, pp. 629- 629 ,(1989) , 10.1121/1.404106
Annedore Paeseler, Phoneme-Based Continuous-Speech Recognition in the SPICOS-II System Information Technology. ,vol. 31, pp. 392- 399 ,(1989) , 10.1524/ITIT.1989.31.6.392
Annedore Paeseler, Process for the recognition of a continuous flow of spoken words Journal of the Acoustical Society of America. ,vol. 92, pp. 3458- 3458 ,(1988) , 10.1121/1.404133