EUROSPEECH 2003 - INTERSPEECH 2003
8th European Conference on Speech Communication and Technology

Geneva, Switzerland
September 1-4, 2003

        

Named Entity Extraction from Word Lattices

James Horlock, Simon King

University of Edinburgh, U.K.

We present a method for named entity extraction from word lattices produced by a speech recogniser. Previous work by others on named entity extraction from speech has used either a manual transcript or 1-best recogniser output. We describe how a single Viterbi search can recover both the named entity sequence and the corresponding word sequence from a word lattice, and further that it is possible to trade off an increase in word error rate for improved named entity extraction.

Full Paper

Bibliographic reference.  Horlock, James / King, Simon (2003): "Named entity extraction from word lattices", In EUROSPEECH-2003, 1265-1268.