INTERSPEECH 2006 - ICSLP
Ninth International Conference on Spoken Language Processing

Pittsburgh, PA, USA
September 17-21, 2006

Multivariate Analysis of Frame-Based Acoustic Cues of Dysperiodicities in Connected Speech

A. Kacha, Francis Grenez, Jean Schoentgen

Université Libre de Bruxelles, Belgium

Generalized variogram is used to extract vocal dysperiocities in disordered speech produced by dysphonic speakers. Both signal and dysperiodicity are passed through a filter bank and a segmental signalto- dysperiodicity ratio is defined in each frequency band. Multivariate analysis is carried out to summarize the degree of perceived hoarseness. The predictor variables are the segmental signal-todysperiodicity ratios in the different bands. It is shown that high correlations are achieved by linear regression analysis of the segmental signal-to-dysperiodicity ratios in different non-overlapping frequency bands.

Full Paper

Bibliographic reference.  Kacha, A. / Grenez, Francis / Schoentgen, Jean (2006): "Multivariate analysis of frame-based acoustic cues of dysperiodicities in connected speech", In INTERSPEECH-2006, paper 1388-Tue1FoP.6.