Christos Garoufis

About Christos Garoufis

Christos Garoufis, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at National Technical University, specializes in the field of Music Source Separation, Automatic Music Generation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multi-Source Contrastive Learning from Musical Audio

Exploring Polyphonic Accompaniment Generation using Generative Adversarial Networks

Pre-training Music Classification Models via Music Source Separation

From Digital Phenotype Identification To Detection Of Psychotic Relapses

Relapse Prediction from Long-Term Wearable Data Using Self-Supervised Learning and Survival Analysis

Towards Unsupervised Subject-Independent Speech-Based Relapse Detection in Patients with Psychosis using Variational Autoencoders

Multi-band Masking for Waveform-based Singing Voice Separation

Enhancing Affective Representations Of Music-Induced Eeg Through Multimodal Supervision And Latent Domain Adaptation

Christos Garoufis Information

University

Position

Department of ECE

Citations(all)

99

Citations(since 2020)

96

Cited By

10

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Christos Garoufis Skills & Research Interests

Music Source Separation

Automatic Music Generation

Top articles of Christos Garoufis

Multi-Source Contrastive Learning from Musical Audio

arXiv preprint arXiv:2302.07077

2023/2/14

Exploring Polyphonic Accompaniment Generation using Generative Adversarial Networks

2023

Pre-training Music Classification Models via Music Source Separation

arXiv preprint arXiv:2310.15845

2023/10/24

From Digital Phenotype Identification To Detection Of Psychotic Relapses

2023/6/26

Relapse Prediction from Long-Term Wearable Data Using Self-Supervised Learning and Survival Analysis

2023/6/4

Towards Unsupervised Subject-Independent Speech-Based Relapse Detection in Patients with Psychosis using Variational Autoencoders

2022/8/29

Multi-band Masking for Waveform-based Singing Voice Separation

2022/8/29

Christos Garoufis
Christos Garoufis

H-Index: 2

Petros Maragos
Petros Maragos

H-Index: 31

Enhancing Affective Representations Of Music-Induced Eeg Through Multimodal Supervision And Latent Domain Adaptation

2022/5/23

E-Prevention: Advanced Support System for Monitoring and Relapse Prevention in Patients with Psychotic Disorders Analyzing Long-Term Multimodal Data from Wearables and Video …

Sensors

2022/10/5

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

2021/8/23

Multiscale Fractal Analysis on EEG Signals for Music-Induced Emotion Recognition

2021/8/23

An Unsupervised Learning Approach for Detecting Relapses from Spontaneous Speech in Patients with Psychosis

2021/7/27

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

2021/6/6

Augmentation methods on monophonic audio for instrument classification in polyphonic music

2021/1/18

iMuSciCA Workbench: Web-based Music Activities For Science Education

Journal of the Audio Engineering Society

2020/11/30

An LSTM-Based Dynamic Chord Progression Generation System for Interactive Music Performance

2020/5/4

See List of Professors in Christos Garoufis University(National Technical University)