The 1999 NIST Speaker Recognition Evaluation, Using Summed Two-Channel Telephone Data for Speaker Detection and Speaker Tracking

Published

September 5, 1999

Author(s)

Mark A. Przybocki, Alvin F. Martin

Abstract

The 1999 NIST Speaker Recognition Evaluation encompassed three tasks: one-speaker detection, two-speaker detection, and speaker tracking. All tasks were performed in the context of conversational telephone speech. The one-speaker task used single channel mu-law data; the other tasks used summed two-channel data. Twelve sites from the United States, Europe, and India participated in the evaluation. Performance was measured by a decision cost function and compared among systems and test conditions via DET Curves. Performance factors examined include segment duration, degradation resulting from the presence of a second speaker, sex mix of the two-speaker segments, matched or mismatched between training and test handsets, and the variation in handset type.

Proceedings Title

1999 Eurospeech Proceedings

Conference Dates

September 5-9, 1999

Conference Location

Budapest,

Pub Type

Conferences

Keywords

NIST evaluation, speaker detection, speaker recognition, speaker tracking

Citation

Przybocki, M. and Martin, A. (1999), The 1999 NIST Speaker Recognition Evaluation, Using Summed Two-Channel Telephone Data for Speaker Detection and Speaker Tracking, 1999 Eurospeech Proceedings, Budapest, (Accessed July 18, 2024)