Note: This bibliographic page is archived and will no longer be updated. For an up-to-date list of publications from the Music Technology Group see the Publications list .

Biblio

Filters: Author is Pons, Jordi
2019
Pons, J. (2019). Deep Neural Networks for Music and Audio Tagging . Information and Communication Technologies. 216+xxiii. Abstract
Pons, J. , & Serra X. (2019). Randomly weighted CNNs for (music) audio classification . 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2019). Abstract
Pons, J. , Serrà J. , & Serra X. (2019). Training neural audio classifiers with few data . 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2019). Abstract
2018
Fonseca, E. , Plakal M. , Font F. , Ellis D. P. W. , Favory X. , Pons J. , et al. (2018). General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline . Workshop on Detection and Classification of Acoustic Scenes and Events. Abstract
Pons, J. , Nieto O. , Prockup M. , Schmidt E. M. , Ehmann A. F. , & Serra X. (2018). End-to-end learning for music audio tagging at scale . 19th International Society for Music Information Retrieval Conference (ISMIR2018). Abstract
Rethage, D. , Pons J. , & Serra X. (2018). A Wavenet for Speech Denoising . 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2018). Abstract
2017
Pons, J. , Slizovskaia O. , Gong R. , Gómez E. , & Serra X. (2017). Timbre Analysis of Music Audio Signals with Convolutional Neural Networks . 25th European Signal Processing Conference (EUSIPCO).
Gong, R. , Pons J. , & Serra X. (2017). Audio to Score Matching by Combining Phonetic and Duration Information . The 18th International Society for Music Information Retrieval Conference. Abstract
Fonseca, E. , Pons J. , Favory X. , Font F. , Bogdanov D. , Ferraro A. , et al. (2017). Freesound Datasets: A Platform for the Creation of Open Audio Datasets . 18th International Society for Music Information Retrieval Conference. Abstract
Pons, J. , Gong R. , & Serra X. (2017). Score-informed Syllable Segmentation for A Cappella Singing Voice with Convolutional Neural Networks . The 18th International Society for Music Information Retrieval Conference. Abstract
Pons, J. , & Serra X. (2017). Designing Efficient Architectures for Modeling Temporal Features with Convolutional Neural Networks . 42th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017) . Abstract
2016
Pons, J. , Lidy T. , & Serra X. (2016). Experimenting with Musically Motivated Convolutional Neural Networks . 14th International Workshop on Content-based Multimedia Indexing (CBMI 2016). Abstract
Pons, J. , Janer J. , Rode T. , & Nogueira W. (2016). Remixing music using source separation algorithms to improve the musical experience of cochlear implant users . The Journal of the Acoustical Society of America. 140 (6), 4338--4349. Abstract
2015
Pons, J. (2015). Music remixing using source separation to improve cochlear implant users music perception . Abstract