Stylianos Ioannis Mimilakis
Stylianos Ioannis Mimilakis
Early Stage Researcher
Verified email at idmt.fraunhofer.de - Homepage
Title
Cited by
Cited by
Year
MUSDB18-a corpus for music separation
Z Rafii, A Liutkus, FR Stöter, SI Mimilakis, R Bittner
522017
An Overview of Lead and Accompaniment Separation in Music
Z Rafii, A Liutkus, FR Stöter, SI Mimilakis, D Fitzgerald, B Pardo
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2018
322018
Monaural singing voice separation with skip-filtering connections and recurrent inference of time-frequency mask
SI Mimilakis, K Drossos, JF Santos, G Schuller, T Virtanen, Y Bengio
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
272018
New sonorities for jazz recordings: Separation and mixing using deep neural networks
SI Mimilakis, E Cano, J Abeßer, G Schuller
2nd AES Workshop on Intelligent Music Production 13, 2016
252016
A recurrent encoder-decoder approach with skip-filtering connections for monaural singing voice separation
SI Mimilakis, K Drossos, T Virtanen, G Schuller
2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017
232017
Deep Neural Networks for Dynamic Range Compression in Mastering Applications
SI Mimilakis, K Drossos, T Virtanen, G Schuller
Audio Engineering Society Convention 140, 2016
212016
MaD TwinNet: Masker-denoiser architecture with twin networks for monaural sound source separation
K Drossos, SI Mimilakis, D Serdyuk, G Schuller, T Virtanen, Y Bengio
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
142018
Automated Tonal Balance Enhancement for Audio Mastering Applications
SI Mimilakis, K Drossos, A Floros, D Katerelos
Audio Engineering Society Convention 134, 2013
112013
Stereo goes mobile: Spatial enhancement for short-distance loudspeaker setups
K Drossos, SI Mimilakis, A Floros, NG Kanellopoulos
2012 Eighth International Conference on Intelligent Information Hiding and …, 2012
112012
Acoustic Scene Classification by Combining Autoencoder-Based Dimensionality Reduction and Convolutional Neural Networks
J Abeßer, SI Mimilakis, R Gräfe, H Lukashevich
82017
SignalTrain: Profiling Audio Compressors with Deep Neural Networks
SH Hawley, B Colburn, SI Mimilakis
Audio Engineering Society Convention 147, 2019
62019
Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery
K Drossos, P Magron, SI Mimilakis, T Virtanen
2018 16th International Workshop on Acoustic Signal Enhancement (IWAENC …, 2018
62018
Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation
P Magron, K Drossos, S Mimilakis, T Virtanen
52018
Examining the Mapping Functions of Denoising Autoencoders in Singing Voice Separation
SI Mimilakis, K Drosos, E Cano, G Schuller
IEEE/ACM Transactions on Audio, Speech, and Language Processing, pre-print …, 2019
4*2019
Examining the Perceptual Effect of Alternative Objective Functions for Deep Learning Based Music Source Separation
SI Mimilakis, E Cano, D FitzGerald, K Drossos, G Schuller
2018 52nd Asilomar Conference on Signals, Systems, and Computers, 679-683, 2018
32018
Investigating CNN-based Instrument Family Recognition for Western Classical Music Recordings
M Taenzer, J Abeßer, SI Mimilakis, C Weiß, M Müller, H Lukashevich, ...
20th International Society for Music Information Retrieval Conference (ISMIR), 2019
22019
Unsupervised Interpretable Representation Learning for Singing Voice Separation
SI Mimilakis, K Drossos, G Schuller
arXiv preprint arXiv:2003.01567, 2020
12020
Sound Event Detection with Depthwise Separable and Dilated Convolutions
K Drossos, SI Mimilakis, S Gharib, Y Li, T Virtanen
arXiv preprint arXiv:2002.00476, 2020
12020
Urban Noise Monitoring in the Stadtlärm Project-A Field Report
J Abeßer, M Götze, T Clauß, D Zapf, C Kühn, H Lukashevich, S Kühnlenz, ...
Workshop on the Detection and Classification of Acoustic Scenes and Events …, 2019
12019
Cross-Version Singing Voice Detection in Opera Recordings: Challenges for Supervised Learning
SI Mimilakis, C Weiß, V Arifi-Müller, J Abeßer, M Müller
12th International Workshop on Machine Learning and Music (MML), 2019
12019
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Articles 1–20