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

Geneva, Switzerland
September 1-4, 2003

        

Evaluation of Units Selection Criteria in Corpus-Based Speech Synthesis

Hélène Francois, Olivier Boeffard

IRISA, France

This work comes within the scope of concatenative speech synthesis. We propose a method to evaluate the criteria used in units selection methods. Usually criteria are evaluated in a comparative black-box way : the performance of a criterion are measured relatively to other criteria performances, thus evaluation is not always discriminant or formative. We present a glas-box method to measure the performances of a criterion in an absolute way. The principle is to explore the possible sequences of units able to synthesize a given target utterance, to assign to each sequence a value X of objective quality and a value Y related to the tested criterion ; then mutual information I(X;Y) is calculated to measure the explicative power of the criterion Y in relation to the quality variable X. Results are encouraging concerning criteria associated to units types, but combinatorial problems weigh heavy for criteria related to units instances.

Full Paper

Bibliographic reference.  Francois, Hélène / Boeffard, Olivier (2003): "Evaluation of units selection criteria in corpus-based speech synthesis", In EUROSPEECH-2003, 1325-1328.