2.2k citations · 4k across the 30 of their papers we have counts for
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cs.SD2020★ 14 cited
Improving Perceptual Quality of Drum Transcription with the Expanded Groove MIDI Dataset
Lee Callender, Curtis Hawthorne, Jesse Engel
We introduce the Expanded Groove MIDI dataset (E-GMD), an automatic drum transcription (ADT) dataset that contains 444 hours of audio from 43 drum kits, making it an order of magni…
cs.LG2020★ 78 cited
DDSP: Differentiable Digital Signal Processing
Jesse Engel, Lamtharn Hantrakul, Chenjie Gu +1
Most generative models of audio directly generate samples in one of two domains: time or frequency. While sufficient to express any signal, these representations are inefficient, a…