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Athanasia Zlatintsi

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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