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INTERSPEECH
2010
14 years 11 months ago
Investigation of full-sequence training of deep belief networks for speech recognition
Recently, Deep Belief Networks (DBNs) have been proposed for phone recognition and were found to achieve highly competitive performance. In the original DBNs, only framelevel info...
Abdel-rahman Mohamed, Dong Yu, L. Deng
JMLR
2010
88views more  JMLR 2010»
14 years 11 months ago
Unsupervised Aggregation for Classification Problems with Large Numbers of Categories
Classification problems with a very large or unbounded set of output categories are common in many areas such as natural language and image processing. In order to improve accurac...
Ivan Titov, Alexandre Klementiev, Kevin Small, Dan...
PUC
2010
105views more  PUC 2010»
14 years 11 months ago
Interactive visual supports for children with autism
Interventions to support children with autism often include the use of visual supports, which are cognitive tools to enable learning and the production of language. Although visual...
Gillian R. Hayes, Sen H. Hirano, Gabriela Marcu, M...
VC
2010
168views more  VC 2010»
14 years 11 months ago
From sentence to emotion: a real-time three-dimensional graphics metaphor of emotions extracted from text
This paper presents a novel concept: a graphical representation of human emotion extracted from text sentences. The major contributions of this paper are the following. First, we p...
Stéphane Gobron, Junghyun Ahn, Georgios Pal...
PPNA
2011
14 years 7 months ago
Ad-hoc limited scale-free models for unstructured peer-to-peer networks
Several protocol efficiency metrics (e.g., scalability, search success rate, routing reachability and stability) depend on the capability of preserving structure even over the ch...
Durgesh Rani Kumari, Hasan Guclu, Murat Yuksel
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