Stylianos I. Mimilakis

15 papers B 1C 2Misc 2Journal 3Unranked 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
End-to-End Amp Modeling: From Data to Controllable Guitar Amplifier Models.
CoRR
Lauri Juvela, Eero-Pekka Damskägg, Aleksi Peussa, Jaakko Mäkinen, Thomas Sherson, Stylianos I. Mimilakis, Athanasios Gotsopoulos
2023 Misc conf
End-to-End Amp Modeling: from Data to Controllable Guitar Amplifier Models.
ICASSP
Lauri Juvela, Eero-Pekka Damskägg, Aleksi Peussa, Jaakko Mäkinen, Thomas Sherson, Stylianos I. Mimilakis, Kimmo Rauhanen, Athanasios Gotsopoulos
2021 — conf
DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection.
EUSIPCO
David S. Johnson, Wolfgang Lorenz, Michael Taenzer, Stylianos I. Mimilakis, Sascha Grollmisch, Jakob Abeßer, Hanna M. Lukashevich
2021 J jnl
DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection.
CoRR
David S. Johnson, Wolfgang Lorenz, Michael Taenzer, Stylianos I. Mimilakis, Sascha Grollmisch, Jakob Abeßer, Hanna M. Lukashevich
2021 — conf
Deep Learning-Based Music Instrument Recognition: Exploring Learned Feature Representations.
CMMR
Michael Taenzer, Stylianos I. Mimilakis, Jakob Abeßer
2021 C conf
Exposure Bias and State Matching in Recurrent Neural Network Virtual Analog Models.
DAFx
Aleksi Peussa, Eero-Pekka Damskägg, Thomas Sherson, Stylianos I. Mimilakis, Lauri Juvela, Athanasios Gotsopoulos, Vesa Välimäki
2021 — conf
Predominant Jazz Instrument Recognition: Empirical Studies on Neural Network Architectures.
EUSIPCO
Jakob Abeßer, Jaydeep Chauhan, Prateek Pradeep Pillai, Michael Taenzer, Stylianos I. Mimilakis
2020 C conf
Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation.
MMSP
Pyry Pyykkönen, Stylianos I. Mimilakis, Konstantinos Drossos, Tuomas Virtanen
2020 Misc conf
One-Shot Parametric Audio Production Style Transfer with Application to Frequency Equalization.
ICASSP
Stylianos I. Mimilakis, Nicholas J. Bryan, Paris Smaragdis
2020 B conf
Sound Event Detection with Depthwise Separable and Dilated Convolutions.
IJCNN
Konstantinos Drossos, Stylianos I. Mimilakis, Shayan Gharib, Yanxiong Li, Tuomas Virtanen
2020 — conf
Unsupervised Interpretable Representation Learning for Singing Voice Separation.
EUSIPCO
Stylianos I. Mimilakis, Konstantinos Drossos, Gerald Schuller
2019 — conf
Cross-version Singing Voice Detection in Opera Recordings: Challenges for Supervised Learning.
PKDD/ECML Workshops (2)
Stylianos I. Mimilakis, Christof Weiss, Vlora Arifi-Müller, Jakob Abeßer, Meinard Müller
2019 — conf
Investigating CNN-based Instrument Family Recognition for Western Classical Music Recordings.
ISMIR
Michael Taenzer, Jakob Abeßer, Stylianos I. Mimilakis, Christof Weiss, Meinard Müller
2019 J jnl
SignalTrain: Profiling Audio Compressors with Deep Neural Networks.
CoRR
Scott H. Hawley, Benjamin Colburn, Stylianos I. Mimilakis
2019 — conf
Urban Noise Monitoring in the Stadtlärm Project - A Field Report.
DCASE
Jakob Abeßer, Marco Götze, Tobias Clauß, Dominik Zapf, Christian Kühn, Hanna M. Lukashevich, Stephanie Kühnlenz, Stylianos I. Mimilakis