Title :
On The Use of Phonological Features for Pronunciation Scoring
Author :
Stouten, Frederik ; Martens, Jean-Pierre
Author_Institution :
ELIS, Ghent Univ.
Abstract :
It is acknowledged that in many medical and educational applications there is a great need for good objective assessments of the pronunciation proficiency of a speaker, either a non-native speaker of the language or a native speaker with a certain speech handicap (e.g. a deaf or dysarthric speaker). Most pronunciation scoring software developed thus far just measures an over-all proficiency. The system proposed here envisages the computation of more detailed information on the nature of the pronunciation deficiencies. To that end, it works with a phonological representation of the speech. Described is the development of the system as well as its first encouraging assessments of non-native speakers of American English
Keywords :
acoustics; speech intelligibility; speech processing; American English; nonnative speakers; phonological features; pronunciation deficiencies; pronunciation scoring; speech phonological representation; Acoustic measurements; Application software; Deafness; Feature extraction; Humans; Labeling; Natural languages; Software measurement; Speech recognition; State feedback;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location :
Toulouse
Print_ISBN :
1-4244-0469-X
DOI :
10.1109/ICASSP.2006.1660024