| End-to-end source separation with adaptive front-ends S Venkataramani, J Casebeer, P Smaragdis 52nd Annual Asilomar Conference on Signals, Systems, and Computers, 2018 | 95 | 2018 |
| Adaptive front-ends for end-to-end source separation S Venkataramani, J Casebeer, P Smaragdis Proc. NIPS ML4Audio Workshop, 2017 | 43 | 2017 |
| Meta-AF: Meta-learning for adaptive filters J Casebeer, NJ Bryan, P Smaragdis IEEE/ACM Transactions on Audio, Speech, and Language Processing 31, 355-370, 2022 | 38 | 2022 |
| Enhancing into the Codec: Noise Robust Speech Coding with Vector-Quantized Autoencoders J Casebeer, V Vale, U Isik, JM Valin, R Giri, A Krishnaswamy ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 31 | 2021 |
| Separate But Together: Unsupervised Federated Learning for Speech Enhancement from Non-IID Data E Tzinis, J Casebeer, Z Wang, P Smaragdis 2021 IEEE Workshop on Applications of Signal Processing to Audio and …, 2021 | 30 | 2021 |
| NICE-Beam: Neural Integrated Covariance Estimators for Time-Varying Beamformers J Casebeer, J Donley, D Wong, B Xu, A Kumar arXiv preprint arXiv:2112.04613, 2021 | 24 | 2021 |
| Presto! Distilling Steps and Layers for Accelerating Music Generation Z Novack, G Zhu, J Casebeer, J McAuley, T Berg-Kirkpatrick, NJ Bryan arXiv preprint arXiv:2410.05167, 2024 | 20 | 2024 |
| Auto-DSP: Learning to Optimize Acoustic Echo Cancellers J Casebeer, NJ Bryan, P Smaragdis 2021 IEEE Workshop on Applications of Signal Processing to Audio and …, 2021 | 17 | 2021 |
| Multi-View Networks for Denoising of Arbitrary Numbers of Channels J Casebeer, B Luc, P Smaragdis 16th International Workshop on Acoustic Signal Enhancement, 2018 | 11 | 2018 |
| Deep tensor factorization for spatially-aware scene decomposition J Casebeer, M Colomb, P Smaragdis 2019 IEEE Workshop on Applications of Signal Processing to Audio and …, 2019 | 9 | 2019 |
| Multi-View Networks For Multi-Channel Audio Classification J Casebeer, Z Wang, P Smaragdis IEEE International Conference on Acoustics, Speech and Signal Processing …, 2019 | 9 | 2019 |
| Dimensional Analysis of Laughter in Female Conversational Speech M Pietrowicz, C Agurto, J Casebeer, M Hasegawa-Johnson, K Karahalios, ... ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 9 | 2019 |
| Communication-Cost Aware Microphone Selection for Neural Speech Enhancement with Ad-Hoc Microphone Arrays J Casebeer, J Kaikaus, P Smaragdis ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 7 | 2021 |
| Meta-Learning for Adaptive Filters with Higher-Order Frequency Dependencies J Wu, J Casebeer, NJ Bryan, P Smaragdis 2022 International Workshop on Acoustic Signal Enhancement (IWAENC), 1-5, 2022 | 6 | 2022 |
| Efficient Trainable Front-Ends for Neural Speech Enhancement J Casebeer, U Isik, S Venkataramani, A Krishnaswamy ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 6 | 2020 |
| Verbal Protest Recognition in Children with Autism J Casebeer, H Sarker, M Dhuliawala, N Fay, M Pietrowicz, A Das The 43rd IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 6 | 2018 |
| Sound Event Detection with Adaptive Frequency Selection Z Wang, J Casebeer, A Clemmitt, E Tzinis, P Smaragdis 2021 IEEE Workshop on Applications of Signal Processing to Audio and …, 2021 | 5 | 2021 |
| Multipath-enabled private audio with noise A Chaman, YJ Liu, J Casebeer, I Dokmanić IEEE International Conference on Acoustics, Speech and Signal Processing …, 2019 | 5 | 2019 |
| Meta-af echo cancellation for improved keyword spotting J Casebeer, J Wu, P Smaragdis ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 3 | 2024 |
| Scaling Up Adaptive Filter Optimizers J Casebeer, NJ Bryan, P Smaragdis arXiv preprint arXiv:2403.00977, 2024 | 3 | 2024 |
Paris SmaragdisProfessor, Massachusetts Institute of TechnologyVerified email at mit.edu
