Stylianos Ioannis Mimilakis

Computer Science · Physical Sciences

10h-index540citations55works0.02yr avg
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Research Topics

Music and Audio Processing(45), Speech and Audio Processing(38), Music Technology and Sound Studies(16), Speech Recognition and Synthesis(14), Blind Source Separation Techniques(6)

Publications55 total

End-to-End Amp Modeling: From Data to Controllable Guitar Amplifier Models
arXiv (Cornell University)·2024Open Access
End-to-End Amp Modeling: from Data to Controllable Guitar Amplifier Models
2023· 7 cited
Deep Learning-Based Music Instrument Recognition: Exploring Learned Feature Representations
Lecture notes in computer science·2023· 4 cited
Exposure Bias and State Matching in Recurrent Neural Network Virtual Analog Models
2021· 10 cited
IDMT-FL Dataset
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
IDMT-FL Dataset
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
Predominant Jazz Instrument Recognition: Empirical Studies on Neural Network Architectures
2021 29th European Signal Processing Conference (EUSIPCO)·2021· 1 cited
DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection
2021 29th European Signal Processing Conference (EUSIPCO)·2021· 21 citedOpen Access
Informing Piano Multi-Pitch Estimation with Inferred Local Polyphony Based on Convolutional Neural Networks
Electronics·2021· 12 citedOpen Access
SMD-synth: A synthesized variant of the SMD MIDI-Audio Piano Music subset
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
SMD-synth: A synthesized variant of the SMD MIDI-Audio Piano Music subset
Zenodo (CERN European Organization for Nuclear Research)·2021· 2 citedOpen Access
DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection
arXiv (Cornell University)·2021Open Access
Unsupervised Interpretable Representation Learning for Singing Voice Separation
2020· 3 citedOpen Access
Conditioned Time-Dilated Convolutions for Sound Event Detection
arXiv (Cornell University)·2020Open Access
Revisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances
arXiv (Cornell University)·2020· 3 citedOpen Access
Sound Event Detection with Depthwise Separable and Dilated Convolutions
2020· 3 citedOpen Access
One-Shot Parametric Audio Production Style Transfer with Application to Frequency Equalization
2020· 5 cited
Unsupervised Interpretable Representation Learning for Singing Voice\n Separation
arXiv (Cornell University)·2020Open Access
Support Material: Unsupervised Interpretable Representation Learningfor Singing Voice Separation
Zenodo (CERN European Organization for Nuclear Research)·2020Open Access
Cross-version Singing Voice Detection in Opera Recordings: Challenges for Supervised Learning
Communications in computer and information science·2020· 6 cited
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Frequent Co-authors

Konstantinos Drossos(25), Gerald Schuller(18), Tuomas Virtanen(16), Michael Taenzer(10), Jakob Abeßer(10), Zafar Rafii(6), Antoine Liutkus(6), Fabian-Robert Stöter(6), Hanna Lukashevich(6), Rachel Bittner(4), Paul Magron(4), Andreas Floros(4), Estefanía Cano(4), Derry Fitzgerald(3), Wolfgang Lorenz(3), Sascha Grollmisch(3), Ch. Weiß(3), Meinard Müller(3), Aleksi Peussa(3), Eero-Pekka Damskägg(3)