11th Annual Conference of the International Speech Communication Association

Makuhari, Chiba, Japan
September 26-30. 2010

Transcript-Dependent Speaker Recognition Using Mixer 1 and 2

Fred S. Richardson, Joseph P. Campbell

MIT Lincoln Laboratory, USA

Transcript-dependent speaker-recognition experiments are performed with the Mixer 1 and 2 read-transcription corpus using the Lincoln Laboratory speaker recognition system. Our analysis shows how widely speaker-recognition performance can vary on transcript-dependent data compared to conversational data of the same durations, given enrollment data from the same spontaneous conversational speech. A description of the techniques used to deal with the unaudited data in order to create 171 male and 198 female text-dependent experiments from the Mixer 1 and 2 read transcription corpus is given.

Full Paper

Bibliographic reference.  Richardson, Fred S. / Campbell, Joseph P. (2010): "Transcript-dependent speaker recognition using mixer 1 and 2", In INTERSPEECH-2010, 2102-2105.