Biblio

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2015
Pons, J. (2015).  Music remixing using source separation to improve cochlear implant users music perception. Abstract
2016
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
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
2017
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
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., 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).
2018
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
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
2019
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
Pons, J. (2019).  Deep Neural Networks for Music and Audio Tagging. Information and Communication Technologies. 216+xxiii. Abstract
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