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We show that categories induced by unsupervised word clustering can surpass the performance of gold part-of-speech tags in dependency grammar induction. Unlike classic clustering algorithms, our metho...
Despite using different algorithms, most unsupervised automatic phone segmentation methods achieve similar performance in terms of percentage correct boundary detection. Nevertheless, unsupervised seg...
Learning to recognize the contrasts of a language-specific phonemic repertoire can be viewed as forming categories in a multidimensional psychophysical space. Research on the learning of distributiona...
Towards Unsupervised Pattern Discovery in Speech.
Unsupervised Pattern Discovery in Speech.
Unsupervised Spoken Keyword Spotting via Segmental DTW on Gaussian Posteriorgrams.
Towards Multi-Speaker Unsupervised Speech Pattern Discovery.
Handling Uncertain Observations in Unsupervised Topic-Mixture Language Model Adaptation.
Unsupervised Methods for Speaker Diarization: An Integrated and Iterative Approach.
Making Sense of Sound: Unsupervised Topic Segmentation over Acoustic Input。
Unsupervised Domain Adaptation for I-Vector Speaker Recognition.
Unsupervised Clustering Approaches for Domain Adaptation in Speaker Recognition Systems.

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