Scientific Reports:
T. Lidy:
"Spectral convolutional neural network for music classification";
Report for Music Information Retrieval Evaluation eXchange (MIREX);
2015;
2 pages.
English abstract:
Our system submitted to the MIREX 2015 music/speech
classification and detection as well as the audio classification tasks for genre and mood recognition comprises a
Convolutional Neural Network approach adapted to psycho-acoustically motivated spectral input to the network.
Keywords:
Neural networks, Deep learning, Classification, Music, Speech, Audio, Convolutional Neural Networks
Electronic version of the publication:
http://publik.tuwien.ac.at/files/publik_255986.pdf
Created from the Publication Database of the Vienna University of Technology.