output
20082026
most citedOrigin of the Heaviest Elements: the Rapid Neutron-Capture Process

708 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing cs.SDShow all

3 papers · 1 filter

cs.SD2019★ 185 cited

Music Source Separation in the Waveform Domain

Alexandre Défossez, Nicolas Usunier, Léon Bottou +1

Source separation for music is the task of isolating contributions, or stems, from different instruments recorded individually and arranged together to form a song. Such components…

cs.SD2019★ 58 cited

Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed

Alexandre Défossez, Nicolas Usunier, Léon Bottou +1

We study the problem of source separation for music using deep learning with four known sources: drums, bass, vocals and other accompaniments. State-of-the-art approaches predict s…

cs.SD2018★ 11 cited

SING: Symbol-to-Instrument Neural Generator

Alexandre Défossez, Neil Zeghidour, Nicolas Usunier +2

Recent progress in deep learning for audio synthesis opens the way to models that directly produce the waveform, shifting away from the traditional paradigm of relying on vocoders…