Stylianos I. Mimilakis
Orcid: 0000-0003-4633-5538
According to our database1,
Stylianos I. Mimilakis
authored at least 29 papers
between 2012 and 2024.
Collaborative distances:
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Bibliography
2024
CoRR, 2024
2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2021
Proceedings of the 29th European Signal Processing Conference, 2021
Predominant Jazz Instrument Recognition: Empirical Studies on Neural Network Architectures.
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the 24th International Conference on Digital Audio Effects, 2021
Deep Learning-Based Music Instrument Recognition: Exploring Learned Feature Representations.
Proceedings of the Music in the AI Era - 15th International Symposium, 2021
2020
Examining the Mapping Functions of Denoising Autoencoders in Singing Voice Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Revisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances.
CoRR, 2020
Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation.
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
One-Shot Parametric Audio Production Style Transfer with Application to Frequency Equalization.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
Examining the Mapping Functions of Denoising Autoencoders in Music Source Separation.
CoRR, 2019
Cross-version Singing Voice Detection in Opera Recordings: Challenges for Supervised Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Investigating CNN-based Instrument Family Recognition for Western Classical Music Recordings.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019
2018
IEEE ACM Trans. Audio Speech Lang. Process., 2018
CoRR, 2018
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018
Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation.
Proceedings of the Interspeech 2018, 2018
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Examining the Perceptual Effect of Alternative Objective Functions for Deep Learning Based Music Source Separation.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
Investigating the Potential of Pseudo Quadrature Mirror Filter-Banks in Music Source Separation Tasks.
CoRR, 2017
A recurrent encoder-decoder approach with skip-filtering connections for monaural singing voice separation.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Acoustic Scene Classification by Combining Autoencoder-Based Dimensionality Reduction and Convolutional Neural Networks.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2017
2012
Proceedings of the Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2012