Yuki Mitsufuji

Open-Unmix - A Reference Implementation for Music Source Separation

Fabian-Robert Stöter, Stefan Uhlich, Antoine Liutkus et al. · The Journal of Open Source Software · 2019 · 261 citations · Full text

Improving music source separation based on deep neural networks through data augmentation and network blending

Stefan Uhlich, Marcello Porcu, Franck Giron et al. · 2017 · 192 citations

Music, Sisec Dsd100 Dataset, Data Augmentation +15

Mmdenselstm: An Efficient Combination of Convolutional and Recurrent Neural Networks for Audio Source Separation

Naoya Takahashi, Nabarun Goswami, Yuki Mitsufuji · 2018 · 164 citations

Music, Source Separation, Deep Neural Networks +15

Multi-Scale multi-band densenets for audio source separation

Naoya Takahashi, Yuki Mitsufuji · 2017 · 150 citations

Source Separation, Convolutional Neural Network, Engineering +15

Deep neural network based instrument extraction from music

Stefan Uhlich, Franck Giron, Yuki Mitsufuji · 2015 · 108 citations

Music, Computational Musicology, Engineering +13