Title :
Linguistic properties of non-native speech
Author :
Tomokiyo, Laura Mayfield
Author_Institution :
Language Technol. Inst., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
As speech recognition systems improve in quality, they become attractive as components in applications which will be used by non-native speakers, both applications designed specifically for language learners and those intended for general use. Recognizer performance on speakers who are not fluent in the language they are speaking, however, is often poor. A number of factors contribute to recognition failure for non-native speakers; pronunciation, lexical choice, and syntactic structure are a few of the elements of speech that set native and non-native speakers apart. In this paper we examine the character of non-native speech, both spontaneous and read, describing how features that are known to be important in recognition system development compare with those of native speakers
Keywords :
linguistics; speech recognition; lexical choice; linguistic properties; nonnative speech; performance; pronunciation; speech recognition systems; syntactic structure; Character recognition; Degradation; Educational institutions; Loudspeakers; Natural languages; Production; Speech processing; Speech recognition; Training data;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-6293-4
DOI :
10.1109/ICASSP.2000.861825