A Statistical Model for Word Discovery in Transcribed Speech

Details A Statistical Model for Word Discovery in Transcribed Speech A Statistical Model for Word Discovery in Transcribed Speech

2001-11-30

arxiv.org/abs/cs/0111065v1

Computational Linguistics, 27(3), pp.352--372, 2001

Computer Science

Computation and Language

Expanded version of ICML-01 paper (pp.569--576)

Scientific paper

A statistical model for segmentation and word discovery in continuous speech
is presented. An incremental unsupervised learning algorithm to infer word
boundaries based on this model is described. Results of empirical tests showing
that the algorithm is competitive with other models that have been used for
similar tasks are also presented.

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