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SPEECH
2016
8 years 7 months ago
Computational methods for underdetermined convolutive speech localization and separation via model-based sparse component analys
In this paper, the problem of speech source localization and separation from recordings of convolutive underdetermined mixtures is studied. The problem is cast as recovering the s...
Afsaneh Asaei, Hervé Bourlard, Mohammad Jav...
SPEECH
2016
8 years 7 months ago
Sparse modeling of neural network posterior probabilities for exemplar-based speech recognition
In this paper, a compressive sensing (CS) perspective to exemplar-based speech processing is proposed. Relying on an analytical relationship between CS formulation and statistical...
Pranay Dighe, Afsaneh Asaei, Hervé Bourlard
SPEECH
2016
8 years 7 months ago
Predicting tonal realizations in one Chinese dialect from another
Pronunciation dictionaries are usually expensive and time-consuming to prepare for the computational modeling of human languages, especially when the target language is under-reso...
Junru Wu, Yiya Chen, Vincent J. van Heuven, Niels ...