Stylianos I. Mimilakis

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Network Architecture

Event Detection

Top Venues

Publications

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