System and method for pronunciation modeling
View Patent ↗Systems, computer-implemented methods, and tangible computer-readable media for generating a pronunciation model. The method includes identifying a generic model of speech composed of phonemes, identifying a family of interchangeable phonemic alternatives for a phoneme in the generic model of speech, labeling the family of interchangeable phonemic alternatives as referring to the same phoneme, and generating a pronunciation model which substitutes each family for each respective phoneme. In one aspect, the generic model of speech is a vocal tract length normalized acoustic model. Interchangeable phonemic alternatives can represent a same phoneme for different dialectal classes. An interchangeable phonemic alternative can include a string of phonemes.
1. A computer-implemented method of generating a pronunciation model, the method comprising:
identifying a generic model of speech composed of phonemes;
identifying a family of interchangeable phonemic alternatives for a phoneme in the generic model of speech;
labeling each interchangeable phonemic alternative in the family as referring to the phoneme; and
generating a pronunciation model which substitutes the family of interchangeable phonemic alternatives for the phoneme.
2. The computer-implemented method of claim 1 , wherein the generic model of speech is a vocal tract length normalized acoustic model.
3. The computer-implemented method of claim 1 , wherein interchangeable phonemic alternatives represent a same phoneme for different dialectal classes.
4. The computer-implemented method of claim 1 , wherein interchangeable phonemic alternatives comprise phoneme strings.
5. The computer-implemented method of claim 1 , the method further comprising identifying one family of interchangeable phonemic alternatives for each phoneme in the generic model of speech.