Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of Deep Neural Network Models with Keras

Preprint English OPEN
Choi, Keunwoo; Joo, Deokjin; Kim, Juho;
(2017)
  • Subject: Computer Science - Sound | Computer Science - Multimedia | Computer Science - Learning

We introduce Kapre, Keras layers for audio and music signal preprocessing. Music research using deep neural networks requires a heavy and tedious preprocessing stage, for which audio processing parameters are often ignored in parameter optimisation. To solve this proble... View more
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