Improved musical onset detection with Convolutional Neural Networks

Venue

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 6979-6983

Publication Year

2014

Keywords

audio signal processing;information retrieval;learning (artificial intelligence);music;neural nets;CNN;computer vision problem;convolutional neural networks;hand-designed methods;harmonic onsets;improved musical onset detection;knowledge engineering;machine learning;music analysis;percussive onsets;polyphonic music signals;signal processing tasks;spectrograms;Computer architecture;Convolution;Detectors;Music information retrieval;Neural networks;Spectrogram;Training;Multi-layer neural network;Music information retrieval

Identifiers

Authors

  • J. Schlüter
  • S. Böck

Source Materials