About
Discord Stateoftheart AI
GitHub

Publications

Cited by

191

Alexandre D�fossez

non convex optimizationsource separationaudio synthesis
University of Birmingham

United Kingdom

Papers and Citations

1 - 50
Averaged least-mean-squares: Bias-variance trade-offs and optimal sampling distributions
2015
Alexandre D�fossez
Francis Bach
Cited by 53
Music source separation in the waveform domain
2019
Francis Bach
Usunier Nicolas
Leon Bottou
+1
Cited by 53
Sing: Symbol-to-instrument neural generator
2018
Francis Bach
Alexandre D�fossez
Leon Bottou
+2
Cited by 22
AdaBatch: Efficient Gradient Aggregation Rules for Sequential and Parallel Stochastic Gradient Methods
2017
Francis Bach
Alexandre D�fossez
Cited by 7
Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed
2019
Usunier Nicolas
Alexandre D�fossez
Francis Bach
+1
Cited by 6
On the Convergence of Adam and Adagrad
2020
Alexandre D�fossez
Leon Bottou
Usunier Nicolas
+1
Cited by 5
Real time speech enhancement in the waveform domain
2020
Alexandre D�fossez
Yossi Adi
Gabriel Synnaeve
Cited by 3
Deep Recurrent Encoder: A scalable end-to-end network to model brain signals
2021
Omar Chehab
Alexandre Gramfort
Alexandre D�fossez
+1
Cited by
Optimization of Fast Deep Learning Models for Audio Analysis and Synthesis
2020
Alexandre D�fossez
Cited by