154 search results - page 6 / 31 » Discriminative n-gram language modeling |
77
Voted
ICASSP
2008
IEEE
15 years 4 months ago
2008
IEEE
We propose novel approaches for optimizing the detection performance in spoken language recognition. Two objective functions are designed to directly relate model parameters to tw...
74
Voted
ICASSP
2008
IEEE
15 years 4 months ago
2008
IEEE
One commonly used approach for language recognition is to convert the input speech into a sequence of tokens such as words or phones and then to use these token sequences to deter...
SEMCO
2007
IEEE
15 years 3 months ago
2007
IEEE
Many recent advances in complex domains such as Natural Language Processing (NLP) have taken a discriminative approach in conjunction with the global application of structural and...
80
Voted
ACL
2012
12 years 12 months ago
2012
We propose a simple generative, syntactic language model that conditions on overlapping windows of tree context (or treelets) in the same way that n-gram language models condition...
87
Voted
ACL
2004
14 years 11 months ago
2004
Discriminative methods have shown significant improvements over traditional generative methods in many machine learning applications, but there has been difficulty in extending th...