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Generalization of Extended Baum-Welch Parameter Estimation for Discriminative Training and Decoding
Extended Baum-Welch optimization speech
2015/7/28
We demonstrate the generalizability of the Extended Baum-Welch (EBW) algorithm not only for HMM parameter estimation but for decoding as well. We show that there can exist a general function associate...
Keyword-based Discriminative Training of Acoustic Models
Discriminative Training Acoustic Models
2015/3/11
Keyword-based Discriminative Training of Acoustic Models.
Generalization of Extended Baum-Welch Parameter Estimation for Discriminative Training and Decoding
Discriminative Training Decoding
2015/3/10
Generalization of Extended Baum-Welch Parameter Estimation for Discriminative Training and Decoding.
Discriminative Training of Hierarchical Acoustic Models for Large Vocabulary Continuous Speech Recognition
Hierarchical Acoustic Models Large Vocabulary Continuous Speech Recognition
2015/3/10
Discriminative Training of Hierarchical Acoustic Models for Large Vocabulary Continuous Speech Recognition.
DISCRIMINATIVE TRAINING OF HIERARCHICAL ACOUSTIC MODELS FOR LARGE VOCABULARY CONTINUOUS SPEECH RECOGNITION
hierarchical acoustic modeling discriminative training LVCSR
2014/11/27
In this paper we propose discriminative training of hierarchical acoustic models for large vocabulary continuous speech recognition tasks. After presenting our hierarchical modeling framework, we desc...
Fast Generation of Translation Forest for Large-Scale SMT Discriminative Training
Fast Generation Translation Forest Large-Scale SMT Discriminative Training
2013/4/22
Although discriminative training guarantees to improve statistical machine translation by in-corporating a large amount of overlapping fea-tures, it is hard to scale up to large data due to decoding c...