Stylianos Ioannis Mimilakis

An Overview of Lead and Accompaniment Separation in Music

Zafar Rafii, Antoine Liutkus, Fabian-Robert Stöter et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2018 · 109 citations · Full text

Music, Source Separation, Computational Musicology +17

DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection

David Johnson, Wolfgang Lorenz, Michael Taenzer et al. · 2021 29th European Signal Processing Conference (EUSIPCO) · 2021 · 21 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Urban Audio Data +21

Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery

Konstantinos Drossos, Paul Magron, Stylianos Ioannis Mimilakis et al. · 2018 · 15 citations

Music, Source Separation, Engineering +18

Deep Neural Networks for Dynamic Range Compression in Mastering Applications

Stylianos Ioannis Mimilakis, Konstantinos Drossos, Tuomas Virtanen et al. · Journal of the Audio Engineering Society · 2016 · 13 citations

Data Compression, Deep Neural Networks, Engineering +9

Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation

Paul Magron, Konstantinos Drossos, Stylianos Ioannis Mimilakis et al. · 2018 · 13 citations · Full text