A procedure for unsupervised lexicon learning

Details A procedure for unsupervised lexicon learning A procedure for unsupervised lexicon learning

2001-11-30

arxiv.org/abs/cs/0111064v1

Proceedings of the eighteenth international conference on machine learning, ICML-01, pp.569--576, 2001

Computer Science

Computation and Language

Expanded version of this paper appears in Computational Linguistics 27(3)

Scientific paper

We describe an incremental unsupervised procedure to learn words from
transcribed continuous speech. The algorithm is based on a conservative and
traditional statistical model, and results of empirical tests show that it is
competitive with other algorithms that have been proposed recently for this
task.

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