ISCA Archive Eurospeech 1993
ISCA Archive Eurospeech 1993

A comparison of approaches to automatic language identification using telephone speech

Yeshwant Muthusamy, Kay Berkling, Takayuki Arai, Ronald Cole, Etienne Barnard

A variety of approaches to language identification, based on (a) acoustic features, (b) broad-category segmentation, and (c) fine phonetic classification, are introduced. These approaches are evaluated in terms of their ability to distinguish between English and Japanese utterances spoken over a telephone channel. It is found that the best performance (86.3 % accurate classification of utterances with a mean length of 13.4 sec) is obtained when fine phonetic features are employed. In addition, the results show the importance of discriminatory training rather than likelihood estimation.