Daniel Stoller

Rachel M. Bittner

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

LLark: A Multimodal Foundation Model for Music.

[BibT_eX]

[DOI]

CoRR, 2023

Contrastive Learning-Based Audio to Lyrics Alignment for Multiple Languages.

[BibT_eX]

[DOI]

Simon Durand

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Few-Shot Musical Source Separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2020

A large joint sound scene and sound event dataset for source separation of foreground sound events.

[BibT_eX]

[DOI]

Helen L. Bear

Emmanouil Benetos

Dataset, February, 2020

Deep learning for music information retrieval in limited data scenarios.

[BibT_eX]

[DOI]

PhD thesis, 2020

Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

GAN-based Generation and Automatic Selection of Explanations for Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

A Comparative Study of Neural Models for Polyphonic Music Sequence Transduction.

[BibT_eX]

[DOI]

Adrien Ycart

Emmanouil Benetos

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Ensemble Models for Spoofing Detection in Automatic Speaker Verification.

[BibT_eX]

[DOI]

Bhusan Chettri

Marco A. Martínez Ramírez

Veronica Morfi

Emmanouil Benetos

Bob L. Sturm

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

End-to-end Lyrics Alignment for Polyphonic Music Using an Audio-to-character Recognition Model.

[BibT_eX]

[DOI]

Simon Durand

Proceedings of the IEEE International Conference on Acoustics, 2019

Evolutionary Multi-objective Training Set Selection of Data Instances and Augmentations for Vocal Detection.

[BibT_eX]

[DOI]

Igor Vatolkin

Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2019

2018

Detection of Cut-Points for Automatic Music Rearrangement.

[BibT_eX]

[DOI]

Vincent Akkermans

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Adversarial Semi-Supervised Audio Source Separation Applied to Singing Voice Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Jointly Detecting and Separating Singing Voice: A Multi-Task Approach.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2016

Analysis and Classification of Phonation Modes In Singing.

[BibT_eX]

[DOI]