A Web-based Real-Time Kinect Application for Gestural Interaction with Virtual Musical Instruments. - Athanasia Zlatintsi; Panagiotis Paraskevas Filntisis; Christos Garoufis; Antigoni Tsiami; Kosmas Kritsis; Maximos A. Kaliakatsos-Papakostas; Aggelos Gkiokas; Vassilis Katsouros; Petros Maragos (Audio Mostly Conference, 2018)

An Environment for Gestural Interaction with 3D Virtual Musical Instruments as an Educational Tool. - Christos Garoufis; Athanasia Zlatintsi; Kosmas Kritsis; Panagiotis Paraskevas Filntisis; Vassilis Katsouros; Petros Maragos (EUSIPCO, 2019)

Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music. - Agelos Kratimenos; Kleanthis Avramidis; Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (EUSIPCO, 2020)

An LSTM-Based Dynamic Chord Progression Generation System for Interactive Music Performance. - Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (ICASSP, 2020)

Multiscale Fractal Analysis of Stimulated EEG Signals with Application to Emotion Classification. - Kleanthis Avramidis; Athanasia Zlatintsi; Christos Garoufis; Petros Maragos (CoRR, 2020)

An Unsupervised Learning Approach for Detecting Relapses from Spontaneous Speech in Patients with Psychosis. - Christos Garoufis; Athanasia Zlatintsi; Panagiotis Paraskevas Filntisis; Niki Efthymiou; Emmanouil Kalisperakis; Vasiliki Garyfalli; Thomas Karantinos; L. Mantonakis; Nikolaos Smyrnis; Petros Maragos (BHI, 2021)

Multiscale Fractal Analysis on EEG Signals for Music-Induced Emotion Recognition. - Kleanthis Avramidis; Athanasia Zlatintsi; Christos Garoufis; Petros Maragos (EUSIPCO, 2021)

HTMD-Net: A Hybrid Masking-Denoising Approach to Time-Domain Monaural Singing Voice Separation. - Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (EUSIPCO, 2021)

Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms. - Kleanthis Avramidis; Agelos Kratimenos; Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (ICASSP, 2021)

Towards Unsupervised Subject-Independent Speech-Based Relapse Detection in Patients with Psychosis using Variational Autoencoders. - Christos Garoufis; Athanasia Zlatintsi; Panayiotis Paraskevas Filntisis; Niki Efthymiou; Emmanouil Kalisperakis; Thomas Karantinos; Vasiliki Garyfalli; Marina Lazaridi; Nikolaos Smyrnis; Petros Maragos (EUSIPCO, 2022)

Multi-band Masking for Waveform-based Singing Voice Separation. - Panagiotis Papantonakis; Christos Garoufis; Petros Maragos (EUSIPCO, 2022)

Enhancing Affective Representations Of Music-Induced Eeg Through Multimodal Supervision And Latent Domain Adaptation. - Kleanthis Avramidis; Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (ICASSP, 2022)

E-Prevention: Advanced Support System for Monitoring and Relapse Prevention in Patients with Psychotic Disorders Analyzing Long-Term Multimodal Data from Wearables and Video Captures. - Athanasia Zlatintsi; Panagiotis Paraskevas Filntisis; Christos Garoufis; Niki Efthymiou; Petros Maragos; Andreas Menychtas; Ilias Maglogiannis; Panayiotis Tsanakas; Thomas Sounapoglou; Emmanouil Kalisperakis; Thomas Karantinos; Marina Lazaridi; et al. (Sensors, 2022)

Relapse Prediction from Long-Term Wearable Data Using Self-Supervised Learning and Survival Analysis. - E. Fekas; Athanasia Zlatintsi; Panagiotis Paraskevas Filntisis; Christos Garoufis; Niki Efthymiou; Petros Maragos (ICASSP, 2023)

E-Prevention: The ICASSP-2023 Challenge on Person Identification and Relapse Detection from Continuous Recordings of Biosignals. - Athanasia Zlatintsi; Panagiotis Paraskevas Filntisis; Niki Efthymiou; Christos Garoufis; George Retsinas; Thomas Sounapoglou; Ilias Maglogiannis; Panayiotis Tsanakas; Nikolaos Smyrnis; Petros Maragos (ICASSP, 2023)

From Digital Phenotype Identification To Detection Of Psychotic Relapses. - Niki Efthymiou; George Retsinas; Panagiotis Paraskevas Filntisis; Christos Garoufis; Athanasia Zlatintsi; Emmanouil Kalisperakis; Vasiliki Garyfalli; Thomas Karantinos; Marina Lazaridi; Nikolaos Smyrnis; Petros Maragos (ICHI, 2023)

Multi-Source Contrastive Learning from Musical Audio. - Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (CoRR, 2023)

Pre-training Music Classification Models via Music Source Separation. - Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (EUSIPCO, 2024)

The 2nd E-Prevention Challenge: Psychotic and Non-Psychotic Relapse Detection Using Wearable-Based Digital Phenotyping. - Panagiotis Paraskevas Filntisis; Niki Efthymiou; George Retsinas; Athanasia Zlatintsi; Christos Garoufis; Thomas Sounapoglou; Panayotis Tsanakas; Nikolaos Smyrnis; Petros Maragos (ICASSP Workshops, 2024)

Classical Guitar Duet Separation Using GuitarDuets - A Dataset of Real and Synthesized Guitar Recordings. - Marios Glytsos; Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (ISMIR, 2024)

GuitarDuets. - Marios Glytsos; Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (Zenodo, 2024)

Power in Unity: Combining in-Domain and out-of-Domain Pre-Training Strategies for EEG-Based Person Identification. - Christos Garoufis; Marios Glytsos; Ioanna Chourdaki; Panagiotis Paraskevas Filntisis; Petros Maragos (ICASSP, 2025)

Feature-Level Multimodal Fusion for Relapse Detection in Patients with Psychosis. - Artemis Androni; Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (DSP, 2025)

Sparse Hybrid Linear-Morphological Networks. - Konstantinos Fotopoulos; Christos Garoufis; Petros Maragos (CoRR, 2025)