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» Improving Children's Speech Recognition by HMM Interpolation...
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IEICET
2008
110views more  IEICET 2008»
13 years 4 months ago
Language Modeling Using PLSA-Based Topic HMM
In this paper, we propose a PLSA-based language model for sports live speech. This model is implemented in unigram rescaling technique that combines a topic model and an n-gram. I...
Atsushi Sako, Tetsuya Takiguchi, Yasuo Ariki
CSL
2002
Springer
13 years 4 months ago
Weighted finite-state transducers in speech recognition
We survey the use of weighted finite-state transducers (WFSTs) in speech recognition. We show that WFSTs provide a common and natural representation for HMM models, context-depend...
Mehryar Mohri, Fernando Pereira, Michael Riley
ICMCS
2006
IEEE
120views Multimedia» more  ICMCS 2006»
13 years 10 months ago
Prediction-Based Gesture Detection in Lecture Videos by Combining Visual, Speech and Electronic Slides
This paper presents an efficient algorithm for gesture detection in lecture videos by combining visual, speech and electronic slides. Besides accuracy, response time is also cons...
Feng Wang, Chong-Wah Ngo, Ting-Chuen Pong
ICASSP
2011
IEEE
12 years 8 months ago
A multi-stream ASR framework for BLSTM modeling of conversational speech
We propose a novel multi-stream framework for continuous conversational speech recognition which employs bidirectional Long Short-Term Memory (BLSTM) networks for phoneme predicti...
Martin Wöllmer, Florian Eyben, Björn Sch...
ICASSP
2010
IEEE
13 years 4 months ago
Discriminative template extraction for direct modeling
This paper addresses the problem of developing appropriate features for use in direct modeling approaches to speech recognition, such as those based on Maximum Entropy models or S...
Shankar Shivappa, Patrick Nguyen, Geoffrey Zweig