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ICA
2010
Springer
15 years 7 months ago
Non-negative Hidden Markov Modeling of Audio with Application to Source Separation
Abstract. In recent years, there has been a great deal of work in modeling audio using non-negative matrix factorization and its probabilistic counterparts as they yield rich model...
Gautham J. Mysore, Paris Smaragdis, Bhiksha Raj
TASLP
2008
207views more  TASLP 2008»
15 years 6 months ago
Joint Morphological-Lexical Language Modeling for Processing Morphologically Rich Languages With Application to Dialectal Arabic
Language modeling for an inflected language such as Arabic poses new challenges for speech recognition and machine translation due to its rich morphology. Rich morphology results i...
Ruhi Sarikaya, Mohamed Afify, Yonggang Deng, Hakan...
DATE
2005
IEEE
129views Hardware» more  DATE 2005»
16 years 8 days ago
Hardware Support for Arbitrarily Complex Loop Structures in Embedded Applications
In this paper, the program control unit of an embedded RISC processor is enhanced with a novel zerooverhead loop controller (ZOLC) supporting arbitrary loop structures with multip...
Nikolaos Kavvadias, Spiridon Nikolaidis
CORR
2011
Springer
165views Education» more  CORR 2011»
14 years 10 months ago
Semantic Similarity in a Taxonomy: An Information-Based Measure and its Application to Problems of Ambiguity in Natural Language
This article presents a measure of semantic similarity in an is-a taxonomy based on the notion of shared information content. Experimental evaluation against a benchmark set of hu...
Philip Resnik
CVPR
2011
IEEE
15 years 2 months ago
On Deep Generative Models with Applications to Recognition
The most popular way to use probabilistic models in vision is first to extract some descriptors of small image patches or object parts using well-engineered features, and then to...
Marc', Aurelio Ranzato, Joshua Susskind, Volodymyr...