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CSL
2016
Springer
10 years 1 months ago
Application of continuous state Hidden Markov Models to a classical problem in speech recognition
This paper describes an optimal algorithm using continuous state Hidden Markov Models for solving the HMS decoding problem, which is the problem of recovering an underlying sequen...
Colin J. Champion, S. M. Houghton
CSL
2016
Springer
10 years 1 months ago
Integrating articulatory data in deep neural network-based acoustic modeling
Hybrid deep neural network–hidden Markov model (DNN-HMM) systems have become the state-of-the-art in automatic speech recognition. In this paper we experiment with DNN-HMM phone...
Leonardo Badino, Claudia Canevari, Luciano Fadiga,...
CSL
2016
Springer
10 years 1 months ago
ALISA: An automatic lightly supervised speech segmentation and alignment tool
This paper describes the ALISA tool, which implements a lightly supervised method for sentence-level alignment of speech with imperfect transcripts. Its intended use is to enable ...
Adriana Stan, Yoshitaka Mamiya, Junichi Yamagishi,...
341
Voted
CSI
2016
10 years 1 months ago
Interoperating remote laboratory management systems (RLMSs) for more efficient sharing of laboratory resources
Remote laboratories have emerged as a viable addition to the tools supporting experiential learning. The advent of  Remote  Laboratory  Management  Systems  (...
David B. Lowe, Herbert Yeung, Mohamed Tawfik, Elio...
CSDA
2016
10 years 1 months ago
Interaction models for functional regression
We consider a functional regression model with a scalar response and multiple functional predictors that accommodates two-way interactions in addition to their main effects. We d...
Joseph Usset, Ana-Maria Staicu, Arnab Maity