2026
|
C. Garoufis, A. Zlatintsi, P. Maragos CVSM: Contrastive Vocal Similarity Modeling Journal Article IEEE Transactions on Audio, Speech and Language Processing, 34 , pp. 2724-2737, 2026. BibTeX | Links: [PDF] @article{Garoufis2026,
title = {CVSM: Contrastive Vocal Similarity Modeling},
author = {C. Garoufis, A. Zlatintsi, P. Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/2026_Garoufis_ContrastiveVocalSimilarityModeling_TASLP.pdf},
doi = {10.1109/TASLPRO.2026.3677618},
year = {2026},
date = {2026-03-01},
journal = {IEEE Transactions on Audio, Speech and Language Processing},
volume = {34},
pages = {2724-2737},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
D. N. Makropoulos, C. Garoufis, A. Tsiami, P. P. Filntisis, P. Maragos Representation-Diverse Self-Supervision for Cross-Domain Bioacoustic Learning in Low-Resource Settings Conference Proc. IEEE Int’l Conference on Acoustics, Speech, and Signal Processing (ICASSP 2026), Barcelona, Spain, 2026. BibTeX | Links: [PDF] @conference{Makropoulos2026,
title = {Representation-Diverse Self-Supervision for Cross-Domain Bioacoustic Learning in Low-Resource Settings},
author = {D. N. Makropoulos, C. Garoufis, A. Tsiami, P. P. Filntisis, P. Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/Makropoulos_Representation-Diverse_SelfSupervision_for_CrossDomain_Bioacoustic_Learning_in_Low-Resource_Settings_ICASSP26.pdf},
doi = {10.1109/ICASSP55912.2026.11461507},
year = {2026},
date = {2026-05-04},
booktitle = {Proc. IEEE Int’l Conference on Acoustics, Speech, and Signal Processing (ICASSP 2026)},
pages = {15227-15231},
address = {Barcelona, Spain},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
2025
|
K. Fotopoulos, C. Garoufis, P. Maragos Sparse Hybrid Linear-Morphological Networks Conference Proc. 33rd European Signal Processing Conf.(EUSIPCO 2025), Palermo, Italy, 2025. BibTeX | Links: [PDF] @conference{Fotopoulos2025,
title = {Sparse Hybrid Linear-Morphological Networks},
author = {K. Fotopoulos and C. Garoufis and P. Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/2025_FotopoulosGaroufisMaragos_SparseMorphNNs_EUSIPCO.pdf},
year = {2025},
date = {2025-09-08},
booktitle = {Proc. 33rd European Signal Processing Conf.(EUSIPCO 2025)},
address = {Palermo, Italy},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
A. Androni, C. Garoufis, A. Zlatintsi, P. Maragos Feature-Level Multimodal Fusion for Relapse Detection in Patients with Psychosis Conference Proc. 25th Int'l Conf. on Digital Signal Processing (DSP 2025), Costa Navarino, Greece, 2025. BibTeX | Links: [PDF] @conference{Androni2025,
title = {Feature-Level Multimodal Fusion for Relapse Detection in Patients with Psychosis},
author = {A. Androni and C. Garoufis and A. Zlatintsi and P. Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/2025_Androni_FeatureLevelFusion-RelapseDetection_DSP.pdf},
year = {2025},
date = {2025-06-25},
booktitle = {Proc. 25th Int'l Conf. on Digital Signal Processing (DSP 2025)},
address = {Costa Navarino, Greece},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
2024
|
A Zlatintsi, P P Filntisis, N Efthymiou, C Garoufis, G Retsinas, T Sounapoglou, I Maglogiannis, P Tsanakas, N Smyrnis, P Maragos Person Identification and Relapse Detection from Continuous Recordings of Biosignals Challenge: Overview and Results Journal Article IEEE Open Journal of Signal Processing, 2024. BibTeX | Links: [PDF] @article{zlatintsi2024person,
title = {Person Identification and Relapse Detection from Continuous Recordings of Biosignals Challenge: Overview and Results},
author = {A Zlatintsi and P P Filntisis and N Efthymiou and C Garoufis and G Retsinas and T Sounapoglou and I Maglogiannis and P Tsanakas and N Smyrnis and P Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/Zlatintsi_e-PreventionChallengeOverview_OJSP-2024_preprint.pdf},
doi = {10.1109/OJSP.2024.3376300},
year = {2024},
date = {2024-01-01},
journal = {IEEE Open Journal of Signal Processing},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
C Garoufis, A Zlatintsi, P Maragos Pre-Training Music Classification Models via Music Source Separation Conference Proc. 32nd European Signal Processing Conference (EUSIPCO 2024), Lyon, France, 2024. BibTeX | Links: [PDF] @conference{Garoufis2024,
title = {Pre-Training Music Classification Models via Music Source Separation},
author = {C Garoufis and A Zlatintsi and P Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/2024_GaroufisPretrainMusicClassifModelsViaMSS_EUSIPCO.pdf},
year = {2024},
date = {2024-08-01},
booktitle = {Proc. 32nd European Signal Processing Conference (EUSIPCO 2024)},
address = {Lyon, France},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
2023
|
C Garoufis, A Zlatintsi, P Maragos Multi-Source Contrastive Learning from Musical Audio Conference Proc. 20th Sound and Music Computing Conference (SMC 2023), Stockholm, Sweden, 2023. BibTeX | Links: [PDF] [Poster] [Slides] @conference{garoufis2023multi,
title = {Multi-Source Contrastive Learning from Musical Audio},
author = {C Garoufis and A Zlatintsi and P Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/Garoufis_SMC2023_paper.pdf
http://robotics.ntua.gr/wp-content/uploads/sites/2/Garoufis_SMC2023_poster.pdf
http://robotics.ntua.gr/wp-content/uploads/sites/2/Garoufis_SMC2023_slides.pdf},
year = {2023},
date = {2023-06-01},
booktitle = {Proc. 20th Sound and Music Computing Conference (SMC 2023)},
address = {Stockholm, Sweden},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
E Fekas, A Zlatintsi, P P Filntisis, C Garoufis, N Efthymiou, P Maragos Relapse Prediction from Long-Term Wearable Data using Self-Supervised Learning and Survival Analysis Conference Proc. 48th Int'l Conf. on Acoustics, Speech, and Signal Processing (ICASSP-2023), Rhodes Island, 2023. BibTeX | Links: [PDF] [Slides] @conference{fekas2023relapse,
title = {Relapse Prediction from Long-Term Wearable Data using Self-Supervised Learning and Survival Analysis},
author = {E Fekas and A Zlatintsi and P P Filntisis and C Garoufis and N Efthymiou and P Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/Fekas_ICASSP2023_paper.pdf
http://robotics.ntua.gr/wp-content/uploads/sites/2/Fekas_ICASSP2023_slides.pdf},
year = {2023},
date = {2023-06-01},
booktitle = {Proc. 48th Int'l Conf. on Acoustics, Speech, and Signal Processing (ICASSP-2023)},
address = {Rhodes Island},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
D Charitou, C Garoufis, A Zlatintsi, P Maragos Exploring Polyphonic Accompaniment Generation using Generative Adversarial Networks Conference Proc. 20th Sound and Music Computing Conference (SMC 2023), Stockholm, Sweden, 2023. BibTeX | Links: [PDF] [Slides] [Poster] @conference{charitou2023exploring,
title = {Exploring Polyphonic Accompaniment Generation using Generative Adversarial Networks},
author = {D Charitou and C Garoufis and A Zlatintsi and P Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/Charitou_SMC2023_paper.pdf
http://robotics.ntua.gr/wp-content/uploads/sites/2/Charitou_SMC2023_slides.pdf
http://robotics.ntua.gr/wp-content/uploads/sites/2/Charitou_SMC2023_poster.pdf},
year = {2023},
date = {2023-06-01},
booktitle = {Proc. 20th Sound and Music Computing Conference (SMC 2023)},
address = {Stockholm, Sweden},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
2022
|
A Zlatintsi, P P Filntisis, C Garoufis, N Efthymiou, P Maragos, A Manychtas, I Maglogiannis, P Tsanakas, T Sounapoglou, E Kalisperakis, T Karantinos, M Lazaridi, V Garyfali, A Mantas, L Mantonakis, N Smyrnis e-Prevention: Advanced Support System for Monitoring and Relapse Prevention in Patients with Psychotic Disorders Analysing Long-Term Multimodal Data from Wearables and Video Captures Journal Article Sensors, 22 (19), pp. 7544, 2022. BibTeX | Links: [PDF] @article{zlatintsi2022e-prevention,
title = {e-Prevention: Advanced Support System for Monitoring and Relapse Prevention in Patients with Psychotic Disorders Analysing Long-Term Multimodal Data from Wearables and Video Captures},
author = {A Zlatintsi and P P Filntisis and C Garoufis and N Efthymiou and P Maragos and A Manychtas and I Maglogiannis and P Tsanakas and T Sounapoglou and E Kalisperakis and T Karantinos and M Lazaridi and V Garyfali and A Mantas and L Mantonakis and N Smyrnis},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/2022_ZlatintsiEtAl_EPrevention_SENSORS2022.pdf},
doi = {10.3390/s22197544},
year = {2022},
date = {2022-01-01},
journal = {Sensors},
volume = {22},
number = {19},
pages = {7544},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
C Garoufis, A Zlatintsi, P P Filntisis, N Efthymiou, E Kalisperakis, T Karantinos, V Garyfalli, M Lazaridi, N Smyrnis, P Maragos Towards Unsupervised Subject-Independent Speech-Based Relapse Detection in Patients with Psychosis using Variational Autoencoders Conference Proc. 30th European Signal Processing Conference (EUSIPCO), Belgrade, Serbia, 2022. BibTeX | Links: [PDF] [Slides] @conference{garoufis2022towards,
title = {Towards Unsupervised Subject-Independent Speech-Based Relapse Detection in Patients with Psychosis using Variational Autoencoders},
author = {C Garoufis and A Zlatintsi and P P Filntisis and N Efthymiou and E Kalisperakis and T Karantinos and V Garyfalli and M Lazaridi and N Smyrnis and P Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/2022_GaroufisEtAl_UnsupervisedSpeechBasedRelapseDetectionVAES_EUSIPCO2022.pdf
http://robotics.ntua.gr/wp-content/uploads/sites/2/Garoufis_SubjectIndependentRelapseDetectionAudioVAEs_EUSIPCO22_slides.pdf},
year = {2022},
date = {2022-09-01},
booktitle = {Proc. 30th European Signal Processing Conference (EUSIPCO)},
address = {Belgrade, Serbia},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
P Papantonakis, C Garoufis, P Maragos Multi-band Masking for Waveform-based Singing Voice Separation Conference Proc. 30th European Signal Processing Conference (EUSIPCO), Belgrade, Serbia, 2022. BibTeX | Links: [PDF] [Poster] @conference{papantonakis2022multi,
title = {Multi-band Masking for Waveform-based Singing Voice Separation},
author = {P Papantonakis and C Garoufis and P Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/Papantonakis_MultibandMaskingSVS_EUSIPCO22_Paper.pdf
http://robotics.ntua.gr/wp-content/uploads/sites/2/Papantonakis_MultibandMaskingSVS_EUSIPCO22_Poster.pdf},
year = {2022},
date = {2022-08-01},
booktitle = {Proc. 30th European Signal Processing Conference (EUSIPCO)},
address = {Belgrade, Serbia},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
K Avramidis, C Garoufis, A Zlatintsi, P Maragos Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and Latent Domain Adaptation Conference Proc. 47th IEEE Int’l Conf. on Acoustics, Speech and Signal Processing (ICASSP-2022), 2022. BibTeX | Links: [PDF] [Poster] @conference{avramidis2022enhancing,
title = {Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and Latent Domain Adaptation},
author = {K Avramidis and C Garoufis and A Zlatintsi and P Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/Avramidis_MusicEEGCrossModal_ICASSP22_Paper.pdf
http://robotics.ntua.gr/wp-content/uploads/sites/2/Avramidis_ICASSP2022-poster.pdf},
year = {2022},
date = {2022-05-01},
booktitle = {Proc. 47th IEEE Int’l Conf. on Acoustics, Speech and Signal Processing (ICASSP-2022)},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
2021
|
K. Avramidis, A. Zlatintsi, C. Garoufis,, P. Maragos Multiscale Fractal Analysis on EEG Signals for Music-Induced Emotion Recognition Conference Proc. 29th European Signal Processing Conference
(EUSIPCO 2021), Dublin, Ireland, 2021. BibTeX | Links: [Slides] [PDF] @conference{Avramidis2021,
title = {Multiscale Fractal Analysis on EEG Signals for Music-Induced Emotion Recognition},
author = {K. Avramidis, A. Zlatintsi, C. Garoufis, and P. Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/Avramidis_EUSIPCO2021_MFA-EEG-MusicEmotion_presentation_slides.pdf
http://robotics.ntua.gr/wp-content/uploads/sites/2/2021_AvramidisEtAl_MFA-EEG_MusicEmotionRecogn_EUSIPCO.pdf},
year = {2021},
date = {2021-08-31},
booktitle = {Proc. 29th European Signal Processing Conference
(EUSIPCO 2021)},
address = {Dublin, Ireland},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
C. Garoufis, A. Zlatintsi,, P. Maragos HTMD-NET: A Hybrid Masking-Denoising Approach to Time-Domain Monaural Singing Voice Separation Conference Proc. 29th European Signal Processing Conference
(EUSIPCO 2021), Dublin, Ireland, 2021. BibTeX | Links: [Slides] [PDF] @conference{Garoufis2021,
title = {HTMD-NET: A Hybrid Masking-Denoising Approach to Time-Domain Monaural Singing Voice Separation},
author = {C. Garoufis, A. Zlatintsi, and P. Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/Garoufis_EUSIPCO2021_HTMDNet_slides.pdf
http://robotics.ntua.gr/wp-content/uploads/sites/2/Garoufis_EUSIPCO2021_HTMDNet1_Paper.pdf},
year = {2021},
date = {2021-08-31},
booktitle = {Proc. 29th European Signal Processing Conference
(EUSIPCO 2021)},
address = {Dublin, Ireland},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
C. Garoufis, A. Zlatintsi, P. P. Filntisis, N. Efthymiou, E. Kalisperakis, V. Garyfalli, T. Karantinos, L. Mantonakis, N. Smyrnis, P. Maragos An Unsupervised Learning Approach for Detecting Relapses from Spontaneous Speech in Patients with Psychosis Conference Proc. IEEE-EMBS International
Conference on Biomedical and Health Informatics (BHI-2021), 2021. BibTeX | Links: [PDF] [Poster] @conference{Garoufis2021b,
title = {An Unsupervised Learning Approach for Detecting Relapses from Spontaneous Speech in Patients with Psychosis},
author = {C. Garoufis, A. Zlatintsi, P. P. Filntisis, N. Efthymiou, E. Kalisperakis, V. Garyfalli, T. Karantinos, L. Mantonakis, N. Smyrnis and P. Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/Garoufis_BHI2021_UnsupervisedLearningRelapseDetection_Paper.pdf
http://robotics.ntua.gr/wp-content/uploads/sites/2/Garoufis_BHI21_Poster.pdf},
year = {2021},
date = {2021-07-31},
booktitle = {Proc. IEEE-EMBS International
Conference on Biomedical and Health Informatics (BHI-2021)},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
Kleanthis Avramidis, Agelos Kratimenos, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms Conference Proc. 46th IEEE Int'l Conf. Acoustics, Speech and Signal Processing (ICASSP-2021), Toronto, 2021. BibTeX | Links: [PDF] [Slides] [Video] [Poster] @conference{AvramidisIC2021,
title = {Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms},
author = {Kleanthis Avramidis and Agelos Kratimenos and Christos Garoufis and Athanasia Zlatintsi and Petros Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/2021_AvramidisKratimenos_PolyphonicInstrumentClassification_ICASSP.pdf
http://robotics.ntua.gr/wp-content/uploads/sites/2/Avramidis_ICASSP2021_IC2_Slides.pdf
http://robotics.ntua.gr/wp-content/uploads/sites/2/Avramidis_ICASSP2021_IC2_Presentation.mp4
http://robotics.ntua.gr/wp-content/uploads/sites/2/Avramidis_ICASSP2021_IC2_Poster.pdf},
year = {2021},
date = {2021-06-01},
booktitle = {Proc. 46th IEEE Int'l Conf. Acoustics, Speech and Signal Processing (ICASSP-2021)},
address = {Toronto},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
2020
|
K Kritsis, C Garoufis, A Zlatintsi, M Bouillon, C Acosta, D Martín-Albo, R Piechaud, P Maragos, V Katsouros iMuSciCA Workbench: Web-based Music Activities For Science Education Journal Article Journal of the Audio Engineering Society, 68 (10), pp. 738-746, 2020. BibTeX | Links: [PDF] @article{kritsis2020imuscia,
title = {iMuSciCA Workbench: Web-based Music Activities For Science Education},
author = {K Kritsis and C Garoufis and A Zlatintsi and M Bouillon and C Acosta and D Martín-Albo and R Piechaud and P Maragos and V Katsouros},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/2020_iMuSciCa-WebMusicActivitiesForScienceEducation_JAES.pdf},
doi = {10.17743/jaes.2020.0021},
year = {2020},
date = {2020-10-01},
journal = {Journal of the Audio Engineering Society},
volume = {68},
number = {10},
pages = {738-746},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
C Garoufis, A Zlatintsi, P Maragos An LSTM-Based Dynamic Chord Progression Generation System for Interactive Music Performance Conference ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020. BibTeX | Links: [PDF] @conference{9053992,
title = {An LSTM-Based Dynamic Chord Progression Generation System for Interactive Music Performance},
author = {C Garoufis and A Zlatintsi and P Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/2020_GZM_InteractiveChordProgressionGeneration_ICASSP.pdf},
year = {2020},
date = {2020-05-01},
booktitle = {ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
pages = {4502-4506},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
2019
|
C. Garoufis, A. Zlatintsi, K. Kritsis, P.P. Filntisis, V. Katsouros, and P. Maragos
An Environment for Gestural Interaction with 3D Virual Musical Instruments as an Educational Tool Conference Proc. 27th European Conf.(EUSIPCO-19), A Coruna, Spain, 2019. BibTeX | Links: [PDF] @conference{Garoufis2019,
title = {An Environment for Gestural Interaction with 3D Virual Musical Instruments as an Educational Tool},
author = {C. Garoufis and A. Zlatintsi and K. Kritsis and P.P. Filntisis and V. Katsouros and and P. Maragos
},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/2019_GZKFKM_GestureInteractWithVirtualMusicInstrumentsForEducation_EUSIPCO-1-1.pdf},
year = {2019},
date = {2019-09-01},
booktitle = {Proc. 27th European Conf.(EUSIPCO-19)},
address = {A Coruna, Spain},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
2018
|
A. Zlatintsi, P.P. Filntisis, C. Garoufis, A. Tsiami, K. Kritsis, M.A. Kaliakatsos-Papakostas, A. Gkiokas, V. Katsouros, P. Maragos A Web-based Real-Time Kinect Application for Gestural Interaction with Virtual Musical Instruments Conference Proc. of Audio Mostly Conference (AM’18), Wrexham, North Wales, UK, 2018. BibTeX | Links: [PDF] @conference{Zlatintsi2018,
title = {A Web-based Real-Time Kinect Application for Gestural Interaction with Virtual Musical Instruments},
author = {A. Zlatintsi and P.P. Filntisis and C. Garoufis and A. Tsiami and K. Kritsis and M.A. Kaliakatsos-Papakostas and A. Gkiokas and V. Katsouros and P. Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/ZlatintsiEtAl_WebBasedRealTimeKinectAppGestInteractVMI_ΑΜ18-1.pdf},
year = {2018},
date = {2018-09-01},
booktitle = {Proc. of Audio Mostly Conference (AM’18)},
address = {Wrexham, North Wales, UK},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
C. Garoufis, A. Zlatintsi, P. Maragos A Collaborative System for Composing Music via Motion Using a Kinect Sensor and Skeletal Data Conference Proc. 15th International Sound & Music Computing Conference (SMC-2018), Limmesol, Cyprus, 2018. Abstract | BibTeX | Links: [PDF] @conference{Garoufis2018,
title = {A Collaborative System for Composing Music via Motion Using a Kinect Sensor and Skeletal Data},
author = {C. Garoufis and A. Zlatintsi and P. Maragos},
url = {http://robotics.ntua.gr/wp-content/uploads/sites/2/2018_GZM_CollaborativeSystComposMusicMotionKinectSkeletalData_SMC2018_cr.pdf},
year = {2018},
date = {2018-07-01},
booktitle = {Proc. 15th International Sound & Music Computing Conference (SMC-2018)},
address = {Limmesol, Cyprus},
abstract = {This paper describes MoveSynth, a performance system for two players, who interact with it and collaborate with each other in various ways, including full-body movements, arm postures and continuous gestures, to compose music in real time. The system uses a Kinect sensor, in order to track the performers’ positions, as well as their arm and hand movements. In the system’s current state, the musical parameters that the performers can influence include the pitch and the volume of the music, the timbre of the sound, as well as the time interval between successive notes. We extensively experimented using various classifiers in order to detect the one that gives the optimal results regarding the task of continuous gesture and arm posture recognition, accomplishing 92.11% for continuous gestures and 99.33% for arm postures, using an 1-NN classifier with a condensed search space in both cases. Additionally, the qualitative results of the usability testing of the final system, which was performed by 9 users, are encouraging and identify possible avenues for further exploration and improvement.},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
This paper describes MoveSynth, a performance system for two players, who interact with it and collaborate with each other in various ways, including full-body movements, arm postures and continuous gestures, to compose music in real time. The system uses a Kinect sensor, in order to track the performers’ positions, as well as their arm and hand movements. In the system’s current state, the musical parameters that the performers can influence include the pitch and the volume of the music, the timbre of the sound, as well as the time interval between successive notes. We extensively experimented using various classifiers in order to detect the one that gives the optimal results regarding the task of continuous gesture and arm posture recognition, accomplishing 92.11% for continuous gestures and 99.33% for arm postures, using an 1-NN classifier with a condensed search space in both cases. Additionally, the qualitative results of the usability testing of the final system, which was performed by 9 users, are encouraging and identify possible avenues for further exploration and improvement. |
