| 2025 | ICLR | Presto! Distilling Steps and Layers for Accelerating Music Generation. | Zachary Novack, Ge Zhu, Jonah Casebeer, Julian J. McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan |
| 2024 | ICML | DITTO: Diffusion Inference-Time T-Optimization for Music Generation. | Zachary Novack, Julian J. McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan |
| 2022 | ICASSP | Don't Separate, Learn To Remix: End-To-End Neural Remixing With Joint Optimization. | Haici Yang, Shivani Firodiya, Nicholas J. Bryan, Minje Kim |
| 2021 | ICASSP | Few-Shot Continual Learning for Audio Classification. | Yu Wang, Nicholas J. Bryan, Mark Cartwright, Juan Pablo Bello, Justin Salamon |
| 2021 | ICASSP | Context-Aware Prosody Correction for Text-Based Speech Editing. | Max Morrison, Lucas Rencker, Zeyu Jin, Nicholas J. Bryan, Juan Pablo Cceres, Bryan Pardo |
| 2021 | ICASSP | Differentiable Signal Processing With Black-Box Audio Effects. | Marco A. Martnez Ramrez, Oliver Wang, Paris Smaragdis, Nicholas J. Bryan |
| 2020 | ICASSP | Impulse Response Data Augmentation and Deep Neural Networks for Blind Room Acoustic Parameter Estimation. | Nicholas J. Bryan |
| 2020 | ICASSP | Disentangled Multidimensional Metric Learning for Music Similarity. | Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam |
| 2020 | ICASSP | One-Shot Parametric Audio Production Style Transfer with Application to Frequency Equalization. | Stylianos I. Mimilakis, Nicholas J. Bryan, Paris Smaragdis |
| 2020 | ICASSP | Few-Shot Sound Event Detection. | Yu Wang, Justin Salamon, Nicholas J. Bryan, Juan Pablo Bello |
| 2020 | Interspeech | A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences. | Pranay Manocha, Adam Finkelstein, Richard Zhang, Nicholas J. Bryan, Gautham J. Mysore, Zeyu Jin |
| 2020 | Interspeech | Controllable Neural Prosody Synthesis. | Max Morrison, Zeyu Jin, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore |
| 2014 | CHI | ISSE: an interactive source separation editor. | Nicholas J. Bryan, Gautham J. Mysore, Ge Wang |
| 2013 | ICASSP | Interactive refinement of supervised and semi-supervised sound source separation estimates. | Nicholas J. Bryan, Gautham J. Mysore |
| 2013 | ICML | An Efficient Posterior Regularized Latent Variable Model for Interactive Sound Source Separation. | Nicholas J. Bryan, Gautham J. Mysore |
| 2012 | ICASSP | Clustering and synchronizing multi-camera video via landmark cross-correlation. | Nicholas J. Bryan, Paris Smaragdis, Gautham J. Mysore |