| 2024 | ICASSP | Unsupervised Pitch-Timbre Disentanglement of Musical Instruments Using a Jacobian Disentangled Sequential Autoencoder. | Yin-Jyun Luo, Sebastian Ewert, Simon Dixon |
| 2023 | ICASSP | Contrastive Learning-Based Audio to Lyrics Alignment for Multiple Languages. | Simon Durand, Daniel Stoller, Sebastian Ewert |
| 2022 | ICASSP | A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation. | Rachel M. Bittner, Juan Jos Bosch, David Rubinstein, Gabriel Meseguer-Brocal, Sebastian Ewert |
| 2022 | ICASSP | Improving Lyrics Alignment Through Joint Pitch Detection. | Jiawen Huang, Emmanouil Benetos, Sebastian Ewert |
| 2022 | IJCAI | Towards Robust Unsupervised Disentanglement of Sequential Data - A Case Study Using Music Audio. | Yin-Jyun Luo, Sebastian Ewert, Simon Dixon |
| 2020 | ICLR | Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators. | Daniel Stoller, Sebastian Ewert, Simon Dixon |
| 2020 | IJCAI | Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling. | Daniel Stoller, Mi Tian, Sebastian Ewert, Simon Dixon |
| 2020 | IJCNN | Using a Neural Network Codec Approximation Loss to Improve Source Separation Performance in Limited Capacity Networks. | Ishwarya Ananthabhotla, Sebastian Ewert, Joseph A. Paradiso |
| 2019 | ICASSP | End-to-end Lyrics Alignment for Polyphonic Music Using an Audio-to-character Recognition Model. | Daniel Stoller, Simon Durand, Sebastian Ewert |
| 2018 | ICASSP | Adversarial Semi-Supervised Audio Source Separation Applied to Singing Voice Extraction. | Daniel Stoller, Sebastian Ewert, Simon Dixon |
| 2018 | ICASSP | Shift-Invariant Kernel Additive Modelling for Audio Source Separation. | Delia Fano Yela, Sebastian Ewert, Ken O'Hanlon, Mark B. Sandler |
| 2017 | ICASSP | Structured dropout for weak label and multi-instance learning and its application to score-informed source separation. | Sebastian Ewert, Mark B. Sandler |
| 2017 | ICASSP | Improved template based chord recognition using the CRP feature. | Ken O'Hanlon, Sebastian Ewert, Johan Pauwels, Mark B. Sandler |
| 2017 | ICASSP | Interference reduction in music recordings combining Kernel Additive Modelling and Non-Negative Matrix Factorization. | Delia Fano Yela, Sebastian Ewert, Derry FitzGerald, Mark B. Sandler |
| 2016 | ICASSP | A score-informed shift-invariant extension of complex matrix factorization for improving the separation of overlapped partials in music recordings. | Francisco J. Rodrguez-Serrano, Sebastian Ewert, Pedro Vera-Candeas, Mark B. Sandler |
| 2015 | ICASSP | A dynamic programming variant of non-negative matrix deconvolution for the transcription of struck string instruments. | Sebastian Ewert, Mark D. Plumbley, Mark B. Sandler |
| 2015 | ICASSP | Compensating for asynchronies between musical voices in score-performance alignment. | Siying Wang, Sebastian Ewert, Simon Dixon |
| 2014 | ICASSP | Automatic transcription of pitched and unpitched sounds from polyphonic music. | Emmanouil Benetos, Sebastian Ewert, Tillman Weyde |
| 2014 | ICASSP | Accounting for phase cancellations in non-negative matrix factorization using weighted distances. | Sebastian Ewert, Mark D. Plumbley, Mark B. Sandler |
| 2013 | GI | Notentext-Informierte Quellentrennung fr Musiksignale. | Meinard Mller, Jonathan Driedger, Sebastian Ewert |
| 2013 | ICASSP | Efficient data adaption for musical source separation methods based on parametric models. | Sebastian Ewert, Meinard Mller, Mark B. Sandler |
| 2012 | ICASSP | Using score-informed constraints for NMF-based source separation. | Sebastian Ewert, Meinard Mller |
| 2011 | ICASSP | Estimating note intensities in music recordings. | Sebastian Ewert, Meinard Mller |
| 2009 | ICASSP | High resolution audio synchronization using chroma onset features. | Sebastian Ewert, Meinard Mller, Peter Grosche |
| 2009 | ICASSP | Making chroma features more robust to timbre changes. | Meinard Mller, Sebastian Ewert, Sebastian Kreuzer |