EUROSPEECH 2003 - INTERSPEECH 2003
8th European Conference on Speech Communication and Technology

Geneva, Switzerland
September 1-4, 2003

        

Syllable Classification Using Articulatory-Acoustic Features

Mirjam Wester

University of Edinburgh, U.K.

This paper investigates the use of articulatory-acoustic features for the classification of syllables in TIMIT. The main motivation for this study is to circumvent the "beads-on-a-string" problem, i.e. the assumption that words can be described as a simple concatenation of phones. Posterior probabilities for articulatory-acoustic features are obtained from artificial neural nets and are used to classify speech within the scope of syllables instead of phones. This gives the opportunity to account for asynchronous feature changes, exploiting the strengths of the articulatory-acoustic features, instead of losing the potential by reverting to phones.

Full Paper

Bibliographic reference.  Wester, Mirjam (2003): "Syllable classification using articulatory-acoustic features", In EUROSPEECH-2003, 233-236.