Freesound Datasets: A Platform For The Creation Of Open Audio Datasets.

Eduardo Fonseca, Jordi Pons, Xavier Favory, +6

International Symposium/Conference on Music Information Retrieval

Experimenting with musically motivated convolutional neural networks

Jordi Pons, Thomas Lidy, Xavier Serra

MusicDeep Neural NetworksEngineeringMachine LearningData Science +9

Timbre analysis of music audio signals with convolutional neural networks

Jordi Pons, Olga Slizovskaia, Rong Gong, +2

MusicConvolutional Neural NetworkEngineeringMachine LearningSpeech Recognition +15

General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline

Eduardo Fonseca, Manoj Plakal, Frederic Font, +4

arXiv (Cornell University)

MusicGeneral-purpose TaggingEngineeringSemantic WebText Mining +18

Randomly weighted CNNs for (music) audio classification

Jordi Pons, Xavier Serra

Repositori digital de la UPF (Universitat Pompeu Fabra)

End-to-end learning for music audio tagging at scale

Jordi Pons, Oriol Nieto, Matthew Prockup, +3

arXiv (Cornell University)

MusicMusic Audio TaggingComputational MusicologyEngineeringMachine Learning +11

End-to-end Learning for Music Audio Tagging at Scale

Jordi Pons, Oriol Nieto, Matthew Prockup, +3

International Symposium/Conference on Music Information Retrieval

MusicMusic Audio TaggingComputational MusicologyEngineeringMachine Learning +7

Remixing music using source separation algorithms to improve the musical experience of cochlear implant users

Jordi Pons, Jordi Janer, Thilo Rode, +1

The Journal of the Acoustical Society of America

MusicPsychoacousticsComputational MusicologyEngineeringSound Quality +14

Universal Speech Enhancement with Score-based Diffusion

Joan Serrà, Santiago Pascual, Jordi Pons, +2

arXiv (Cornell University)

EngineeringMachine LearningSpeech EnhancementInconsistent LoudnessSpeech Recognition +16

Training neural audio classifiers with few data

Jordi Pons, Joan Serrà, Xavier Serra

Repositori digital de la UPF (Universitat Pompeu Fabra)