Ycart A, Liu L, Benetos E, Pearce M(2020). Investigating the Perceptual Validity of Evaluation Metrics for Automatic Piano Music Transcription. Transactions of the International Society for Music Information Retrieval vol. 3, (1) 68-81.
Ycart A, Benetos E(2020). Learning and Evaluation Methodologies for Polyphonic Music Sequence Prediction with LSTMs. IEEE/ACM Transactions on Audio, Speech and Language Processing vol. 28, (1) 1328-1341.
Ycart A, Stoller D, Benetos E (2019). A Comparative Study of Neural Models for Polyphonic Music Sequence Transduction. Conference: 20th conference of the International Society for Music Information Retrieval (ISMIR) (Delft, The Netherlands) from: 04/11/2019 to: 08/11/2019, 470-477.
Ycart A, McLeod A, Benetos E, Yoshii K (2019). Blending acoustic and language model predictions for automatic music transcription. Conference: 20th conference of the International Society for Music Information Retrieval (ISMIR) (Delft, The Netherlands) from: 04/11/2019 to: 08/11/2019, 454-461.
YCART A, BENETOS E (2018). A-MAPS: Augmented MAPS Dataset with Rhythm and Key Annotations. Conference: 19th International Society for Music Information Retrieval Conference Late-Breaking Demos Session (Paris) from: 23/09/2018 to: 27/09/2018,
YCART A, BENETOS E (2018). Polyphonic Music Sequence Transduction with Meter-Constrained LSTM Networks. Conference: IEEE International Conference on Acoustics, Speech and Signal Processing (Calgary, Canada) from: 15/04/2018 to: 20/04/2018, 386-390.
Ycart A, Benetos E (2017). A study on LSTM networks for polyphonic music sequence modelling. Conference: 18th International Society for Music Information Retrieval Conference (ISMIR 2017) (Suzhou, China) from: 23/10/2017 to: 27/10/2017, 421-427.
YCART A, BENETOS E (2017). Neural Music Language Models: investigating the training process. Conference: International Conference of Students of Systematic Musicology
YCART A, Benetos E (2016). Towards a Music Language Model for Audio Analysis. DMRN+11: Digital Music Research Network Workshop Proceedings 2016. Conference: DMRN+11: Digital Music Research Network One-day Workshop 2016 (Centre for Digital Music, Queen Mary University of London) from: 20/12/2016 to: 20/12/2016,
Ycart A, Jacquemard F, Bresson J, Staworko S (2016). A supervised approach for rhythm transcription based on tree series enumeration. ICMC 2016 - 42nd International Computer Music Conference, Proceedings. 369-376.