Publications

Conference presentations, posters, journal articles

Balke S., Dorfer M., Carvalho L., Arzt A., and Widmer G. (2019). Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval. 20th International Society for Music Information Retrieval Conference (ISMIR 2019), Delft, The Netherlands.

Cífka O., Şimşekli U., and Richard G. (2019). Supervised Symbolic Music Style Translation Using Synthetic Data. 20th International Society for Music Information Retrieval Conference (ISMIR 2019), Delft, The Netherlands.

Yesiler F., Tralie C., Correya A., Silva D. F., Tovstogan P., Gómez E., and Serra X. (2019). Da-TACOS: A Dataset for Cover Song Identification and Understanding. 20th International Society for Music Information Retrieval Conference (ISMIR 2019), Delft, The Netherlands.

Cantisani G., Essid S., and Richard G. (2019). EEG-based Decoding of Auditory Attention to a Target Instrument in Polyphonic Music. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2019), New Paltz, NY, USA.

Lordelo C., Benetos E., Dixon S., and Ahlbäck S. (2019). Investigating Kernel Shapes and Skip Connections for Deep Learning-Based Harmonic-Percussive Separation. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, (WASPAA 2019), New Paltz, NY, USA.

Delgado A., McDonald S., Xu N., and Sandler M. (2019). A New Dataset for Amateur Vocal Percussion Analysis. Audio Mostly 2019, Nottingham, UK.

Cantisani G., Trégoat G., Essid S., and Richard G. (2019). MAD-EEG: an EEG Dataset for Decoding Auditory Attention to a Target Instrument in Polyphonic Music. Workshop on Speech, Music and Mind 2019 (SMM 2019), Vienna, Austria.

Ramires A., and Serra X. (2019). Data Augmentation for Instrument Classification Robust to Audio Effects. 22nd International Conference on Digital Audio Effects (DAFx-19), Birmingham, UK.

Demirel E., Ahlback S. and Dixon S. (2019). Exploring Generalizability of Automatic Phoneme Recognition Models. UK Speech 2019, Birmingham, UK.

Agrawal R., and Dixon S. (2019). A Hybrid Approach to Audio-to-Score Alignment. 36th International Conference on Machine Learning (ICML 2019), Long Beach, California, USA.

Bogdanov, D., Won M., Tovstogan P., Porter A., and Serra X. (2019). The MTG-Jamendo Dataset for Automatic Music Tagging. Machine Learning for Music Discovery Workshop (ML4MD), 36th International Conference on Machine Learning (ICML 2019), Long Beach, California, USA.

Demirel E., Bozkurt B., and Serra X. (2019). Automatic chord-scale recognition using harmonic pitch class profiles. 16th Sound & Music Computing Conference (SMC 2019), Málaga, Spain.