Publications
Preprints
2024
Neural signatures of musical and linguistic interactions during natural song listening
Giorgia Cantisani, Shihab Shamma, Giovanni M Di Liberto.
Giorgia Cantisani, Shihab Shamma, Giovanni M Di Liberto.
2023
A standardised open science framework for sharing and re-analysing of neural data acquired to continuous sensory stimuli
Giovanni M Di Liberto, Aaron Nidiffer, Michael J Crosse, Nathaniel Zuk, Stephanie Haro, Giorgia Cantisani, Martin M Winchester, Aoife Igoe, Ross McCrann, Satwik Chandra, Edmund C Lalor, Giacomo Baruzzo.
Giovanni M Di Liberto, Aaron Nidiffer, Michael J Crosse, Nathaniel Zuk, Stephanie Haro, Giorgia Cantisani, Martin M Winchester, Aoife Igoe, Ross McCrann, Satwik Chandra, Edmund C Lalor, Giacomo Baruzzo.
2023
Brain signals for real-time musical applications
Léo Chédin, Giorgia Cantisani, Benoît Montigné, Daniel Pressnitzer.
Léo Chédin, Giorgia Cantisani, Benoît Montigné, Daniel Pressnitzer.
2021
EEG-based Decoding of Auditory Attention to a Target Instrument for Neuro-steered Music Source Separation
Giorgia Cantisani, Slim Essid, Gaël Richard.
Giorgia Cantisani, Slim Essid, Gaël Richard.
Peer Reviewed
2023
Emergence of the cortical encoding of phonetic features in the first year of life
Giovanni M Di Liberto, Adam Attaheri, Giorgia Cantisani, Richard Reilly, Aine Ni Choisdealbha, Sinead Rocha, Perrine Brusini, Usha Goswami
in Nature Communications, pp. 7789, 2023.
Giovanni M Di Liberto, Adam Attaheri, Giorgia Cantisani, Richard Reilly, Aine Ni Choisdealbha, Sinead Rocha, Perrine Brusini, Usha Goswami
in Nature Communications, pp. 7789, 2023.
2023
Investigating the cortical tracking of speech and music with sung speech
Giorgia Cantisani, Amirhossein Chalehchaleh, Giovanni Di Liberto, Shihab Shamma
in Proc. INTERSPEECH2023, 2023.
Giorgia Cantisani, Amirhossein Chalehchaleh, Giovanni Di Liberto, Shihab Shamma
in Proc. INTERSPEECH2023, 2023.
2021
User-guided one-shot deep model adaptation for music source separation
Giorgia Cantisani, Alexey Ozerov, Slim Essid, Gaël Richard
in IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021.
Giorgia Cantisani, Alexey Ozerov, Slim Essid, Gaël Richard
in IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021.
2021
Neuro-steered music source separation with EEG-based auditory attention decoding and contrastive-NMF
Giorgia Cantisani, Slim Essid, Gaël Richard
in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.
Giorgia Cantisani, Slim Essid, Gaël Richard
in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.
2019
EEG-based decoding of auditory attention to a target instrument in polyphonic music
Giorgia Cantisani, Slim Essid, Gaël Richard
in IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2019.
Giorgia Cantisani, Slim Essid, Gaël Richard
in IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2019.
2019
MAD-EEG: an EEG dataset for decoding auditory attention to a target instrument in polyphonic music
Giorgia Cantisani, Gabriel Trégoat, Slim Essid, Gaël Richard
in Proc. of Speech, Music and Mind (SMM), Satellite Workshop of Interspeech, 2019.
Giorgia Cantisani, Gabriel Trégoat, Slim Essid, Gaël Richard
in Proc. of Speech, Music and Mind (SMM), Satellite Workshop of Interspeech, 2019.
2015
A supervised learning approach for the robust detection of heart beat in plethysmographic data
Enrico Grisan, Giorgia Cantisani, Giacomo Tarroni, Seung Keun Yoon, Michele Rossi
in 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015.
Enrico Grisan, Giorgia Cantisani, Giacomo Tarroni, Seung Keun Yoon, Michele Rossi
in 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015.
Thesis
2021
Neuro-steered Music Source Separation
Giorgia Cantisani - supervised by Slim Essid, Gaël Richard
Télécom Paris, Institut Polytechnique de Paris, 2021.
Giorgia Cantisani - supervised by Slim Essid, Gaël Richard
Télécom Paris, Institut Polytechnique de Paris, 2021.
2018
Transfer Learning and Data Augmentation for Semantic Segmentation in Histopathology
Giorgia Cantisani - supervised by Elisa Ficarra, Santa Di Cataldo, Francesco Ponzio
Politecnico di Torino, 2018.
Giorgia Cantisani - supervised by Elisa Ficarra, Santa Di Cataldo, Francesco Ponzio
Politecnico di Torino, 2018.
2015
A supervised learning approach for the robust detection of heart beat in plethysmographic data
Giorgia Cantisani - supervised by Enrico Grisan
Universitá degli Studi di Padova, 2015.
Giorgia Cantisani - supervised by Enrico Grisan
Universitá degli Studi di Padova, 2015.
Presentations
2024
Distinct and simultaneous neural encoding of speech and music expectations during sung speech listening
Giorgia Cantisani
Poster at ARO 47th Annual Winter Meeting, Anaheim, CA, USA, 2024.
Giorgia Cantisani
Poster at ARO 47th Annual Winter Meeting, Anaheim, CA, USA, 2024.
2023
Investigating the cortical tracking of speech and music with sung speech
Giorgia Cantisani
Talk at Télécom Paris-RIKEN symposium, Paris, France, 2023.
Giorgia Cantisani
Talk at Télécom Paris-RIKEN symposium, Paris, France, 2023.
2023
Investigating the cortical tracking of speech and music with sung speech
Giorgia Cantisani
Talk at INTERSPEECH 2023, Dublin, Ireland, 2023.
Giorgia Cantisani
Talk at INTERSPEECH 2023, Dublin, Ireland, 2023.
2023
Investigating the cortical tracking of speech and music with sung speech
Giorgia Cantisani
Talk at Musical Minds workshop at University of Konstanz, Germany, 2023.
Giorgia Cantisani
Talk at Musical Minds workshop at University of Konstanz, Germany, 2023.
2023
Machine learning for BCIs and auditory neuroscience
Giorgia Cantisani
Talk at Center for Advanced Intelligence Project AIP, RIKEN, University of Kyoto, Kyoto, Japan, 2023.
Giorgia Cantisani
Talk at Center for Advanced Intelligence Project AIP, RIKEN, University of Kyoto, Kyoto, Japan, 2023.
2021
User-Guided One-Shot Deep Model Adaptation for Music Source Separation
Giorgia Cantisani
Talk at MDX21 workshop (satellite event at ISMIR), 2021.
Giorgia Cantisani
Talk at MDX21 workshop (satellite event at ISMIR), 2021.
2021
Neuro-Steered Music Source Separation
Giorgia Cantisani
Talk at MIP-Frontiers Final Workshop, 2021.
Giorgia Cantisani
Talk at MIP-Frontiers Final Workshop, 2021.
2021
User-guided one-shot deep model adaptation for music source separation
Giorgia Cantisani
Talk at IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021.
Giorgia Cantisani
Talk at IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021.
2021
Neuro-steered music source separation with EEG-based auditory attention decoding and contrastive-NMF
Giorgia Cantisani
Poster at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.
Giorgia Cantisani
Poster at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.
2020
Conditioned-U-Net for Singing Voice Separation
Kilian Schulze-Forster, Giorgia Cantisani
Talk at MIP frontiers virtual workshop at MTG, Barcelona, Spain, 2020.
Kilian Schulze-Forster, Giorgia Cantisani
Talk at MIP frontiers virtual workshop at MTG, Barcelona, Spain, 2020.
2019
EEG-based decoding of auditory attention to a target instrument in polyphonic music
Giorgia Cantisani
Poster at IEEE Workshop on App. of Signal Processing to Audio and Acoustics (WASPAA), NY, USA, 2019.
Giorgia Cantisani
Poster at IEEE Workshop on App. of Signal Processing to Audio and Acoustics (WASPAA), NY, USA, 2019.
2019
MAD-EEG: an EEG dataset for decoding auditory attention to a target instrument in polyphonic musicConditioned-U-Net for Singing Voice Separation
Giorgia Cantisani
Talk at Speech, Music & Mind workshop, INTERSPEECH, Vienna, Austria, 2019.
Giorgia Cantisani
Talk at Speech, Music & Mind workshop, INTERSPEECH, Vienna, Austria, 2019.
2019
Decoding auditory attention in polyphonic music based on EEG: a new dataset and a preliminary study
Giorgia Cantisani
Talk at Auditory EEG Signal Processing (AESoP) Symposium at KU Leuven, Leuven, Belgium, 2019.
Giorgia Cantisani
Talk at Auditory EEG Signal Processing (AESoP) Symposium at KU Leuven, Leuven, Belgium, 2019.
2018
Multimodal Music Recording Remastering
Giorgia Cantisani
Poster at Digital Music Research Network Workshop (DMRN+13) at Queen Mary University of London, 2018.
Giorgia Cantisani
Poster at Digital Music Research Network Workshop (DMRN+13) at Queen Mary University of London, 2018.