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» A Neural Network based Audio Content Classification
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ISMIR
2004
Springer
145views Music» more  ISMIR 2004»
15 years 8 months ago
Audio Fingerprinting In Peer-to-peer Networks
Despite the immense potential of Peer-to-Peer (P2P) networks in facilitating collaborative applications, they have become largely known as a free haven for pirated music swapping....
Prarthana Shrestha, Ton Kalker
118
Voted
ISMIR
2005
Springer
175views Music» more  ISMIR 2005»
15 years 8 months ago
A Classification Approach to Melody Transcription
Melodies provide an important conceptual summarization of polyphonic audio. The extraction of melodic content has practical applications ranging from content-based audio retrieval...
Graham E. Poliner, Daniel P. W. Ellis
149
Voted
ICANN
2009
Springer
15 years 7 months ago
Probability-Based Distance Function for Distance-Based Classifiers
In the paper a new measure of distance between events/observations in the pattern space is proposed and experimentally evaluated with the use of k-NN classifier in the context of b...
Cezary Dendek, Jacek Mandziuk
TNN
2010
171views Management» more  TNN 2010»
14 years 10 months ago
Sensitivity versus accuracy in multiclass problems using memetic Pareto evolutionary neural networks
This paper proposes a multiclassification algorithm using multilayer perceptron neural network models. It tries to boost two conflicting main objectives of multiclassifiers: a high...
Juan Carlos Fernández Caballero, Francisco ...
CEC
2010
IEEE
15 years 4 months ago
An adaptive ensemble of fuzzy ARTMAP neural networks for video-based face classification
A key feature in population based optimization algorithms is the ability to explore a search space and make a decision based on multiple solutions. In this paper, an incremental le...
Jean-François Connolly, Eric Granger, Rober...