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ICASSP
2011
IEEE
13 years 1 months ago
Audio source separation by basis function adaptation
The problem of audio source separation from a monophonic sound mixture having known instrument types but unknown timbres is presented. An improvement to the Probabilistic Latent C...
Yinyi Guo, Mofei Zhu
ICASSP
2011
IEEE
13 years 1 months ago
Automatic audio tag classification via semi-supervised canonical density estimation
We propose a novel semi-supervised method for building a statistical model that represents the relationship between sounds and text labels (“tags”). The proposed method, named...
Jun Takagi, Yasunori Ohishi, Akisato Kimura, Masas...
ML
2012
ACM
385views Machine Learning» more  ML 2012»
12 years 5 months ago
An alternative view of variational Bayes and asymptotic approximations of free energy
Bayesian learning, widely used in many applied data-modeling problems, is often accomplished with approximation schemes because it requires intractable computation of the posterio...
Kazuho Watanabe
IIWAS
2004
13 years 11 months ago
Combining Text And Image Analysis in The Web Filtering System "WEBGUARD"
Web applications increasingly utilize search techniques that heavily rely on content-based text and image analyses. For example, for parental site filtering, it is necessary to id...
Mohamed Hammami, Youssef Chahir, Liming Chen
JDCTA
2010
163views more  JDCTA 2010»
13 years 4 months ago
An Efficient Syntactic Analyzer Using Semantic Connection Units
We implement a Korean syntactic analyzer which decreases many ambiguities in syntax parse trees using segmentation and semantic connection units. We use dependency grammar for par...
Yong-uk Park, Hyuk-chul Kwon