Content-based audio classification using collective network of binary classifiers. - Toni Mäkinen; Serkan Kiranyaz; Moncef Gabbouj (EAIS, 2011)

Evolutionary feature generation for content-based audio classification and retrieval. - Toni Mäkinen; Serkan Kiranyaz; Jenni Pulkkinen; Moncef Gabbouj (EUSIPCO, 2012)

An evolutionary feature synthesis approach for content-based audio retrieval. - Toni Mäkinen; Serkan Kiranyaz; Jenni Raitoharju; Moncef Gabbouj (EURASIP J. Audio Speech Music. Process., 2012)

Dynamic and scalable audio classification by collective network of binary classifiers framework: An evolutionary approach. - Serkan Kiranyaz; Toni Mäkinen; Moncef Gabbouj (Neural Networks, 2012)

Spatial and Content-based Audio Processing using Stochastic Optimization Methods. - Toni Mäkinen (2013)