Serra, Xavier

FSD50K: An Open Dataset of Human-Labeled Sound Events

Fonseca, E., Favory, X., Pons, J., Font, F., & Serra, X. (2020) · arXiv

Music and Audio ProcessingSpeech Recognition and Synthesis

Cited by 462

Experimenting with musically motivated convolutional neural networks

Pons, J., Lidy, T., & Serra, X. (2016) · 2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI)

Music and Audio ProcessingMusic Technology and Sound Studies

Cited by 132

Break the Loop: Gender Imbalance in Music Recommenders

Ferraro, A., Serra, X., & Bauer, C. (2021) · Proceedings of the 2021 Conference on Human Information Interaction and Retrieval

Recommender Systems and TechniquesEthics and Social Impacts of AI

Cited by 92

musicnn: Pre-trained convolutional neural networks for music audio tagging

Pons, J., & Serra, X. (2019) · arXiv

Music and Audio ProcessingMusic Technology and Sound Studies

Cited by 67

Multimodal Metric Learning for Tag-Based Music Retrieval

Won, M., Oramas, S., Nieto, O., Gouyon, F., & Serra, X. (2021) · ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Music and Audio ProcessingRecommender Systems and Techniques

Cited by 33

Semi-Supervised Music Tagging Transformer

Won, M., Choi, K., & Serra, X. (2021) · arXiv

Music and Audio ProcessingSpeech Recognition and Synthesis

Cited by 25

COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations

Favory, X., Drossos, K., Virtanen, T., & Serra, X. (2020) · arXiv

Music and Audio ProcessingSpeech Recognition and Synthesis

Cited by 20