Publications-ppc - MTG - Music Technology Group (UPF)


2021
Font F, Mesaros AM, PW Ellis D, Fonseca E, Fuentes M, Elizalde B (eds.). Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2021). 1 ed. Barcelona: Music Technology Group, Universitat Pompeu Fabra; 2021. Publication link
Hershey S, Ellis D PH, Fonseca E, Jansen A, Liu C, Channing Moore R, Plakal M. The Benefit of Temporally-Strong Labels In Audio Event Classification. arXiv.org; 2021. Publication link
Yesiler F, Molina E, Serrà J, Gómez E. Investigating the efficacy of music version retrieval systems for setlist identification. arxiv.org; 2021. Publication link
2020
Alonso-Jiménez P, Bogdanov D, Serra X. Deep embeddings with Essentia models. International Society of Music Information Retrieval Conference; 2020.
Chandna P, Blaauw M, Bonada J, Gomez E. Content Based Singing Voice Extraction From a Musical Mixture. arXiv.org; 2020. Publication link e-Repositori
Michelsanti D, Slizovskaia O, Haro G, Gómez E, Tan Z, Jensen J. Vocoder-Based Speech Synthesis from Silent Videos. Proceedings Interspeech 202 arxiv.org; 2020. Publication link
Turpault N, Serizel R, Wisdom S, Erdogan H, Hershey J, Fonseca E, Seetharaman P, Salamon J. Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes. arXiv.org; 2020.
Wisdom S, Erdogan H, Ellis D, Serizel R, Turpault N, Fonseca E, Salamon J, Seetharaman P, Hershey J. What's All the FUSS About Free Universal Sound Separation Data?. arxiv.org; 2020.
Won M, Oramas S, Nieto O, Gouyon F, Serra X. Multimodal Metric Learning For Tag-Based Music Retrieval. arXiv.org; 2020. e-Repositori
2019
Favory X, Serra X. Multi Web Audio Sequencer: Collaborative Music Making. arXiv.org; 2019. e-Repositori
Ferraro A, Bogdanov D, Serra X. Skip prediction using boosting trees based on acoustic features of tracks in sessions. arXiv.org; 2019. e-Repositori
Pons J. Deep neural networks for music source separation. Zenodo.org; 2019.
Pons J. Deep neural networks for music and audio classification . UPF; 2019.
Won M, Chun S, Serra X. Toward Interpretable Music Tagging with Self-Attention. arXiv.org; 2019. e-Repositori
2018
Gómez, Emilia (ed.). Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour Proceedings of 1 st HUMAINT workshop, Barcelona, Spain, March 5-6, 2018. 1 ed. 2018.
Rong Gong; Xavier Serra. Towards an efficient deep learning model for musical onset detection. arXiv.org; 2018. e-Repositori

Font F, Mesaros AM, PW Ellis D, Fonseca E, Fuentes M, Elizalde B (eds.). Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2021). 1 ed. Barcelona: Music Technology Group, Universitat Pompeu Fabra; 2021.