1752 search results - page 166 / 351 » Support vector machine for functional data classification |
199
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AVSS
2007
IEEE
16 years 19 days ago
2007
IEEE
This paper proposes to apply optimized One-Class Support Vector Machines (1-SVMs) as a discriminative framework in order to address a specific audio classification problem. Firs...
140
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ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
Monaural speech separation is a very challenging task. CASAbased systems utilize acoustic features to produce a time-frequency (T-F) mask. In this study, we propose a classificat...
149
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ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
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...
184
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ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
We investigate classification of non-linguistic vocalisations with a novel audiovisual approach and Long Short-Term Memory (LSTM) Recurrent Neural Networks as highly successful d...
168
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ICML
2010
IEEE
15 years 7 months ago
2010
IEEE
In a variety of applications, kernel machines such as Support Vector Machines (SVMs) have been used with great success often delivering stateof-the-art results. Using the kernel t...