| 2024 | ICML | LLark: A Multimodal Instruction-Following Language Model for Music. | Joshua Patrick Gardner, Simon Durand, Daniel Stoller, Rachel M. Bittner |
| 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 | Few-Shot Musical Source Separation. | Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello |
| 2019 | ICASSP | Neural Music Synthesis for Flexible Timbre Control. | Jong Wook Kim, Rachel M. Bittner, Aparna Kumar, Juan Pablo Bello |
| 2017 | ICASSP | Pitch contour tracking in music using Harmonic Locked Loops. | Rachel M. Bittner, Avery Wang, Juan Pablo Bello |
| 2017 | ICASSP | Towards the characterization of singing styles in world music. | Maria Panteli, Rachel M. Bittner, Juan Pablo Bello, Simon Dixon |
| 2015 | ICASSP | Kernel Additive Modeling for interference reduction in multi-channel music recordings. | Thomas Prtzlich, Rachel M. Bittner, Antoine Liutkus, Meinard Mller |
| 2014 | ICASSP | Signal processing methods for removing the effects of whole-body vibration upon speech. | Rachel M. Bittner, Durand R. Begault |