EUROSPEECH 2001 Scandinavia
7th European Conference on Speech Communication and Technology
2nd INTERSPEECH Event

Aalborg, Denmark
September 3-7, 2001

                 

Boiling down Prosody for the Classification of Boundaries and Accents in German and English

Anton Batliner, Jan Buckow, Richard Huber, Volker Warnke, Elmar Nöth, Heinrich Niemann

University of Erlangen-Nuremberg, Germany

In the focus of this paper is a comparison of the most relevant prosodic features/feature classes for the classification of boundaries and accents in German and in English. Principal components were computed based on a large prosodic feature vector; these principal components were used as predictor variables in a Linear Discriminant analysis as well as in a Classification and Regression Tree. The number of the most relevant principal components was between three and five; for both languages and for boundary and accent classification alike, most important were principal components modelling duration, in combination with energy, followed by pauses and F0.

Full Paper

Bibliographic reference.  Batliner, Anton / Buckow, Jan / Huber, Richard / Warnke, Volker / Nöth, Elmar / Niemann, Heinrich (2001): "Boiling down prosody for the classification of boundaries and accents in German and English", In EUROSPEECH-2001, 2781-2784.