Title :
Text-independent speaker recognition by trajectory space comparison
Author :
Gong, Yifan ; Haton, Jean-Paul
Author_Institution :
CRIN/INRIA, Vandoevre, France
Abstract :
The principle of trajectory space comparison for text-independent speaker recognition and some solutions to the space comparison problem based on vector quantization are presented. The comparison of the recognition rates of different solutions is reported. The experimental system achieves a 99.5% text-independent speaker recognition rate for 23 speakers, using five phrases for training and five for test. A speaker-independent continuous speech recognition system is built in which this principle is used for speaker adaptation
Keywords :
learning systems; quantisation; speech recognition; recognition rates; speaker adaptation; speaker-independent continuous speech recognition system; text-independent speaker recognition; training; trajectory space comparison; vector quantization; Books; Loudspeakers; Proposals; Shape; Speaker recognition; Speech processing; Speech recognition; System testing; Vector quantization; Vocabulary;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1990. ICASSP-90., 1990 International Conference on
Conference_Location :
Albuquerque, NM
DOI :
10.1109/ICASSP.1990.115632
