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

3 September 2019

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

27 / 27 papers shown

Title
Solving Copyright Infringement on Short Video Platforms: Novel Datasets and an Audio Restoration Deep Learning Pipeline Minwoo Oh Minsu Park Eunil Park 180 0 0 30 Apr 2025
DOSE : Drum One-Shot Extraction from Music Mixture Suntae Hwang Seonghyeon Kang Kyungsu Kim Semin Ahn K. Lee 101 0 0 25 Apr 2025
Subtractive Training for Music Stem Insertion using Latent Diffusion Models Ivan Villa-Renteria Mason L. Wang Zachary Shah Zhe Li Soohyun Kim Neelesh Ramachandran Mert Pilanci 157 0 0 27 Jun 2024
Kymatio: Scattering Transforms in Python M. Andreux Tomás Angles Georgios Exarchakis R. Leonarduzzi G. Rochette ... M. Hirn Edouard Oyallon Sixhin Zhang Carmine-Emanuele Cella Michael Eickenberg 74 159 0 28 Dec 2018
Towards Unsupervised Single-Channel Blind Source Separation using Adversarial Pair Unmix-and-Remix Yedid Hoshen 52 28 0 14 Dec 2018
Semi-Supervised Monaural Singing Voice Separation With a Masking Network Trained on Synthetic Mixtures Michael Michelashvili Sagie Benaim Lior Wolf 49 13 0 14 Dec 2018
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 586 10,561 0 12 Dec 2018
End-to-end music source separation: is it possible in the waveform domain? Francesc Lluís Jordi Pons Xavier Serra 62 73 0 29 Oct 2018
SING: Symbol-to-Instrument Neural Generator Alexandre Défossez Neil Zeghidour Nicolas Usunier Léon Bottou Francis R. Bach 44 59 0 23 Oct 2018
Denoising Auto-encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation Jen-Yu Liu Yi-Hsuan Yang 50 39 0 05 Jul 2018
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation Daniel Stoller Sebastian Ewert S. Dixon AI4TS 132 595 0 08 Jun 2018
MMDenseLSTM: An efficient combination of convolutional and recurrent neural networks for audio source separation Naoya Takahashi Nabarun Goswami Yuki Mitsufuji 76 143 0 07 May 2018
The 2018 Signal Separation Evaluation Campaign Fabian-Robert Stöter Antoine Liutkus N. Ito 56 285 0 17 Apr 2018
Adversarial Semi-Supervised Audio Source Separation applied to Singing Voice Extraction Daniel Stoller Sebastian Ewert S. Dixon 67 72 0 31 Oct 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 140 7,361 0 27 Oct 2017
Multi-scale Multi-band DenseNets for Audio Source Separation Naoya Takahashi Yuki Mitsufuji 43 152 0 29 Jun 2017
A Wavenet for Speech Denoising Dario Rethage Jordi Pons Xavier Serra 101 431 0 22 Jun 2017
Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders Jesse Engel Cinjon Resnick Adam Roberts Sander Dieleman Douglas Eck Karen Simonyan Mohammad Norouzi 115 627 0 05 Apr 2017
Language Modeling with Gated Convolutional Networks Yann N. Dauphin Angela Fan Michael Auli David Grangier 240 2,400 0 23 Dec 2016
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model Soroush Mehri Kundan Kumar Ishaan Gulrajani Rithesh Kumar Shubham Jain Jose M. R. Sotelo Aaron Courville Yoshua Bengio 108 599 0 22 Dec 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 406 7,399 0 12 Sep 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 326 18,625 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Deep neural networks for single channel source separation Emad M. Grais M. U. Sen Hakan Erdogan 39 136 0 12 Nov 2013
Deep Scattering Spectrum Joakim Andén S. Mallat 85 536 0 24 Apr 2013