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Stylianos Ioannis Mimilakis
Stylianos Ioannis Mimilakis
Audio & Machine Learning Researcher, NeuralDSP Technologies
Dirección de correo verificada de neuraldsp.com
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MUSDB18-a corpus for music separation
Z Rafii, A Liutkus, FR Stöter, SI Mimilakis, R Bittner
2732017
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
1192018
MUSDB18-HQ-an uncompressed version of MUSDB18
Z Rafii, A Liutkus, FR Stöter, SI Mimilakis, R Bittner
Aug, 2019
572019
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
502018
Sound event detection with depthwise separable and dilated convolutions
K Drossos, SI Mimilakis, S Gharib, Y Li, T Virtanen
2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020
442020
SignalTrain: Profiling Audio Compressors with Deep Neural Networks
SH Hawley, B Colburn, SI Mimilakis
Audio Engineering Society Convention 147, 2019
442019
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
382017
Deep Neural Networks for Dynamic Range Compression in Mastering Applications
SI Mimilakis, K Drossos, T Virtanen, G Schuller
Audio Engineering Society Convention 140, 2016
362016
New sonorities for jazz recordings: Separation and mixing using deep neural networks
SI Mimilakis, E Cano, J Abeßer, G Schuller
342016
Acoustic Scene Classification by Combining Autoencoder-Based Dimensionality Reduction and Convolutional Neural Networks
J Abeßer, SI Mimilakis, R Gräfe, H Lukashevich
332017
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
302018
MUSDB18—A Corpus for Music Separation. December 2017
Z Rafii, A Liutkus, FR Stöter, SI Mimilakis, R Bittner
URL https://doi. org/10.5281/zenodo 1117372, 0
27*
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
202019
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
17*2019
Automated Tonal Balance Enhancement for Audio Mastering Applications
SI Mimilakis, K Drossos, A Floros, D Katerelos
Audio Engineering Society Convention 134, 2013
162013
Reducing interference with phase recovery in DNN-based monaural singing voice separation
P Magron, K Drossos, S Mimilakis, T Virtanen
Interspeech, 2018
142018
Desed-fl and urban-fl: Federated learning datasets for sound event detection
DS Johnson, W Lorenz, M Taenzer, S Mimilakis, S Grollmisch, J Abeßer, ...
2021 29th European Signal Processing Conference (EUSIPCO), 556-560, 2021
132021
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
132012
One-Shot Parametric Audio Production Style Transfer with Application to Frequency Equalization
SI Mimilakis, NJ Bryan, P Smaragdis
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
122020
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
122019
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