Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural Networks

17 Nov 2015 Peter Li Jiyuan Qian Tian Wang

Traditional methods to tackle many music information retrieval tasks typically follow a two-step architecture: feature engineering followed by a simple learning algorithm. In these "shallow" architectures, feature engineering and learning are typically disjoint and unrelated... (read more)

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