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ICASSP
2011
IEEE
14 years 2 months ago
Unsupervised vocabulary discovery using non-negative matrix factorization with graph regularization
In this paper, we present a model for unsupervised pattern discovery using non-negative matrix factorization (NMF) with graph regularization. Though the regularization can be appl...
Meng Sun, Hugo Van hamme
97
Voted
ICASSP
2011
IEEE
14 years 2 months ago
Acoustic-to-articulatory inversion using an episodic memory
This paper presents a new acoustic-to-articulatory inversion methodbased on an episodic memory, which is an interesting model for two reasons. First, it does not rely on any assum...
Sébastien Demange, Slim Ouni
94
Voted
ICASSP
2011
IEEE
14 years 2 months ago
Detection and removal of binocular luster in compressed 3D images
Binocular luster is an extremely salient effect seen in 3D when an object in each stereo image exhibits a different contrast polarity relative to the background. The object appear...
Can Bal, Ankit K. Jain, Truong Q. Nguyen
ICASSP
2011
IEEE
14 years 2 months ago
A model-based auditory scene analysis approach and its application to speech source localization
Localization and classification of acoustic signals in a complex auditory scene is an every day task of the human auditory system. However, this problem presents a significant c...
Vaclav Bouse, Rainer Martin
ICASSP
2011
IEEE
14 years 2 months ago
Audio recognition in the wild: Static and dynamic classification on a real-world database of animal vocalizations
We present a study on purely data-based recognition of animal sounds, performing evaluation on a real-world database obtained from the Humboldt-University Animal Sound Archive. As...
Felix Weninger, Björn Schuller