Syllable Network for Phonemic Decoding of Speech

Auteurs-es

  • V. Gupta
  • M. Lennig
  • J. Marcus
  • P. Mermelsein

Résumé

The decoding of speech into phonemes for large vocabulary speech recognition is made more reliable by restricting phoneme sequences to those which compose valid syllables. To apply this restriction when decoding a sequence of phonemes, we use a syllable network representing the valid syllables in Webster’s 7th Collegiate dictionary. Since major allophonic variants of a phoneme are determined by the phoneme's position within the syllable (e.g., prevocalic vs. postvocalic /r /), the syllable network can be used to represent allophonic variation by employing distinct allophone models of a phoneme in different positions within the network. A preliminary experiment using the syllable network in large vocabulary recognition to select appropriate Markov models for allophones shows promising results.

Fichiers supplémentaires

Publié-e

2022-12-03

Comment citer

1.
Gupta V, Lennig M, Marcus J, Mermelsein P. Syllable Network for Phonemic Decoding of Speech. Canadian Acoustics [Internet]. 3 déc. 2022 [cité 17 févr. 2025];14(3 bis):45-6. Disponible à: https://jcaa.caa-aca.ca/index.php/jcaa/article/view/3515

Numéro

Vol. 14 No. 3 bis (1986): Symposium sur la reconnaissance de la parole

Rubrique

Actes du congrès de la Semaine canadienne d'acoustique

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