most citedDALI: a large Dataset of synchronized Audio, LyrIcs and notes, automatically created using teacher-student machine learning paradigm

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cs.SD2020★ 1 cited

One or Two Components? The Scattering Transform Answers

Vincent Lostanlen, Alice Cohen-Hadria, Juan Pablo Bello

With the aim of constructing a biologically plausible model of machine listening, we study the representation of a multicomponent stationary signal by a wavelet scattering network.…

cs.SD2019

Improving singing voice separation using Deep U-Net and Wave-U-Net with data augmentation

Alice Cohen-Hadria, Axel Roebel, Geoffroy Peeters

State-of-the-art singing voice separation is based on deep learning making use of CNN structures with skip connections (like U-net model, Wave-U-Net model, or MSDENSELSTM). A key t…