276 search results - page 4 / 56 » PAC-Learning of Markov Models with Hidden State |
ICASSP
2008
IEEE
14 years 1 months ago
2008
IEEE
We propose an extractive summarization system with a novel non-generative probabilistic framework for speech summarization. One of the most underutilized features in extractive su...
ACL
1997
13 years 8 months ago
1997
This paper describes the conversion of a Hidden Markov Model into a sequential transducer that closely approximates the behavior of the stochastic model. This transformation is es...
ICML
2009
IEEE
14 years 8 months ago
2009
IEEE
Large margin learning of Continuous Density HMMs with a partially labeled dataset has been extensively studied in the speech and handwriting recognition fields. Yet due to the non...
SCL
2008
13 years 7 months ago
2008
ICDM
2008
IEEE
14 years 1 months ago
2008
IEEE
This paper studies evolutionary clustering, which is a recently hot topic with many important applications, noticeably in social network analysis. In this paper, based on the rece...