Improving MPEG-7 Sound Classification
Holger Crysandt · RWTH Publications (RWTH Aachen) · 2005
Major AdvantagesPossible to work out differences between (two) sound classes ⇒ Maximize (linear) separability Variable comlexity Variable classification algorithms Minor Advantages Variable features Easy to extend I/O Mechanism defined by MPEG-7 Update single nodes Idea not limited to sound classification (especially interesting for SVM a ) a SVM: Support Vector Machines Disadvantages No second best candidate High number of classification model pairs