CONF
aradilla-rr-04-22b/IDIAP
Using RASTA in task independent TANDEM feature extraction
Aradilla, Guillermo
Dines, John
Sivadas, Sunil
EXTERNAL
https://publications.idiap.ch/attachments/reports/2004/rr04-22.pdf
PUBLIC
https://publications.idiap.ch/index.php/publications/showcite/aradilla-rr-04-22
Related documents
Proceedings of ICSLP, 2004
22
2004
Martigny, Switzerland
IDIAP-RR 04-22
In this work, we investigate the use of RASTA filter in the TANDEM feature extraction method when trained with a task independent data. RASTA filter removes the linear distortion introduced by the communication channel which is demonstrated in a 18\% relative improvement on the Numbers 95 task. Also, studies yielded a relative improvement of 35\% over the basic PLP features by combining TANDEM features and conventional PLP features.
REPORT
aradilla-rr-04-22/IDIAP
Using RASTA in task independent TANDEM feature extraction
Aradilla, Guillermo
Dines, John
Sivadas, Sunil
EXTERNAL
https://publications.idiap.ch/attachments/reports/2004/rr04-22.pdf
PUBLIC
Idiap-RR-22-2004
2004
IDIAP
Martigny, Switzerland
In this work, we investigate the use of RASTA filter in the TANDEM feature extraction method when trained with a task independent data. RASTA filter removes the linear distortion introduced by the communication channel which is demonstrated in a 18\% relative improvement on the Numbers 95 task. Also, studies yielded a relative improvement of 35\% over the basic PLP features by combining TANDEM features and conventional PLP features.