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Multi-Source Contrastive Learning from Musical Audio


Feb 14, 2023
Christos Garoufis, Athanasia Zlatintsi, Petros Maragos

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* 8 pages, 5 figures, 3 tables. (Slightly edited) submission at SMC23 

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Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and latent Domain Adaptation


Feb 20, 2022
Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos

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* 5 pages, 3 figures, IEEE ICASSP 2022 

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HTMD-Net: A Hybrid Masking-Denoising Approach to Time-Domain Monaural Singing Voice Separation


Mar 07, 2021
Christos Garoufis, Athanasia Zlatintsi, Petros Maragos

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* submitted for publication in EUSIPCO 2021 

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Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms


Feb 13, 2021
Kleanthis Avramidis, Agelos Kratimenos, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos

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* 5 pages, 4 figures, 6 tables, to be published in the Proc. of the 46th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021) @ Toronto, Ontario, Canada 

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Multiscale Fractal Analysis of Stimulated EEG Signals with Application to Emotion Classification


Oct 30, 2020
Kleanthis Avramidis, Athanasia Zlatintsi, Christos Garoufis, Petros Maragos

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* 5 pages, 3 figures, submitted to the International Conference on Acoustics, Speech & Signal Processing (ICASSP) 2021 

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Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music


Nov 28, 2019
Agelos Kratimenos, Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos

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Deeply Supervised Multimodal Attentional Translation Embeddings for Visual Relationship Detection


Feb 15, 2019
Nikolaos Gkanatsios, Vassilis Pitsikalis, Petros Koutras, Athanasia Zlatintsi, Petros Maragos

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Multimodal Visual Concept Learning with Weakly Supervised Techniques


Apr 04, 2018
Giorgos Bouritsas, Petros Koutras, Athanasia Zlatintsi, Petros Maragos

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* CVPR 2018 

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