Linguistic constraints on speech recognition
This thesis is a study of the influence of linguistic constraints on automatic speech recognition by computer. The strategy is to constrain the recognition process by knowledge about the pattern to be recognised, in this case the intonation system of British English. The categorical nature of the perception of pitch movement corresponding to nuclear syllable intonation is demonstrated. It is shown that Halliday's system of five primary tones is appropriate and applicable to automatic intonation analysis. A computer analysis system was constructed which uses dynamic programming time warping to compare fundamental frequency patterns. The analysis is constrained by an intonation tone group structure grammar. The grammar consists of context-free rewrite rules and a lexicon of intonation templates. The analysis system comprises a rule translator, a syntax-directed analyser, dynamic programming fundamental frequency contour matcher, and a speech preprocessor. The system was used in nuclear tone analysis and classification experiments for speaker dependent and independent tone recognition, and for connected utterance analysis over the complete tone group. The results show that a limited prosodics-only speech recogniser
Lindsay, David
RC0321 Neuroscience. Biological psychiatry. Neuropsychiatry
Linguistic constraints on speech recognition. This thesis is a study of the influence of linguistic constraints on automatic speech recognition by computer. The strategy is to constrain the recognition process by knowledge about the pattern to be recognised, in this case the intonation system of British English. The categorical nature of the perception of pitch movement corresponding to nuclear syllable intonation is demonstrated. It is shown that Halliday's system of five primary tones is appropriate and applicable to automatic intonation analysis. A computer analysis system was constructed which uses dynamic programming time warping to compare fundamental frequency patterns. The analysis is constrained by an intonation tone group structure grammar. The grammar consists of context-free rewrite rules and a lexicon of intonation templates. The analysis system comprises a rule translator, a syntax-directed analyser, dynamic programming fundamental frequency contour matcher, and a speech preprocessor. The system was used in nuclear tone analysis and classification experiments for speaker dependent and independent tone recognition, and for connected utterance analysis over the complete tone group. The results show that a limited prosodics-only speech recogniser
linguistic_constraint speech_recognition study influence linguistic_constraint automatic_speech recognition computer strategy constrain recognition process knowledge pattern recognise case intonation_system british_english categorical nature perception pitch_movement correspond nuclear syllable intonation demonstrate show halliday system primary tone appropriate applicable automatic intonation analysis computer analysis system construct dynamic programming time compare fundamental_frequency pattern analysis constrain intonation tone group structure grammar grammar consist context_free rewrite rule lexicon intonation template analysis system comprise rule translator syntax directed analyser dynamic programming fundamental_frequency contour speech system use nuclear tone analysis classification speaker dependent independent tone recognition connect utterance analysis complete tone group show limit only speech recogniser