publications

My publications in reversed chronological order

2022

  1. Meta-Learning for Adaptive Filters with Higher-Order Frequency Dependencies
    Wu, Junkai, Casebeer, Jonah, Bryan, Nicholas J., and Smaragdis, Paris
    In IEEE International Workshop on Acoustic Signal Enhancement (IWAENC) 2022
  2. Meta-AF: Meta-Learning for Adaptive Filters
    Casebeer, Jonah, Bryan, Nicholas J., and Smaragdis, Paris
    arXiv preprint arXiv:2204.11942 2022
  3. NICE-Beam: Neural Integrated Covariance Estimators for Time-Varying Beamformers
    Casebeer, Jonah, Donley, Jacob, Wong, Daniel, Xu, Buye, and Kumar, Anurag
    arXiv preprint arXiv:2112.04613 2022

2021

  1. Auto-DSP: Learning to Optimize Acoustic Echo Cancellers
    Casebeer, Jonah, Bryan, Nicholas J, and Smaragdis, Paris
    In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) 2021
  2. Sound Event Detection with Adaptive Frequency Selection
    Wang, Zhepei, Casebeer, Jonah, Clemmitt, Adam, Tzinis, Efthymios, and Smaragdis, Paris
    In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) 2021
  3. Separate but Together: Unsupervised Federated Learning for Speech Enhancement from Non-IID Data
    Tzinis, Efthymios, Casebeer, Jonah, Wang, Zhepei, and Smaragdis, Paris
    In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) 2021
  4. Enhancing into the codec: Noise Robust Speech Coding with Vector-Quantized Autoencoders
    Casebeer, Jonah, Vale, Vinjai, Isik, Umut, Valin, Jean-Marc, Giri, Ritwik, and Krishnaswamy, Arvindh
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021
  5. Communication-Cost Aware Microphone Selection For Neural Speech Enhancement with Ad-hoc Microphone Arrays
    Casebeer, Jonah, Kaikaus, Jamshed, and Smaragdis, Paris
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021

2020

  1. Efficient Trainable Front-Ends for Neural Speech Enhancement
    Casebeer, Jonah, Isik, Umut, Venkataramani, Shrikant, and Krishnaswamy, Arvindh
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020
    Awarded the UIUC graduate student travel grant.

2019

  1. Deep Tensor Factorization for Spatially-Aware Scene Decomposition
    Casebeer, Jonah, Colomb, Michael, and Smaragdis, Paris
    In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) 2019
  2. Dimensional Analysis of Laughter in Female Conversational Speech
    Pietrowicz, Mary, Agurto, Carla, Casebeer, Jonah, Hasegawa-Johnson, Mark, Karahalios, Karrie, and Cecchi, Guillermo
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019
  3. Multipath-Enabled Private Audio with Noise
    Chaman, Anadi, Liu, Yu-Jeh, Casebeer, Jonah, and Dokmanić, Ivan
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019
  4. Multi-View Networks For Multi-Channel Audio Classification
    Casebeer, Jonah, Wang, Zhepei, and Smaragdis, Paris
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019

2018

  1. Cocktails, but no party: multipath-enabled private audio
    Liu, Yu-Jeh, Casebeer, Jonah, and Dokmanić, Ivan
    In IEEE International Workshop on Acoustic Signal Enhancement 2018
  2. Verbal Protest Recognition in Children with Autism
    Casebeer, J, Sarker, H, Dhuliawala, M, Fay, N, Pietrowicz, M, and Das, A
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018
    Awarded the UIUC undergraduate student travel grant.
  3. Multi-View Networks for Denoising of Arbitrary Numbers of Channels
    Casebeer, Jonah, Luc, Brian, and Smaragdis, Paris
    In IEEE International Workshop on Acoustic Signal Enhancement (IWAENC) 2018
  4. End-to-end Source Separation with Adaptive Front-ends
    Venkataramani, Shrikant, Casebeer, Jonah, and Smaragdis, Paris
    In Asilomar Conference on Signals, Systems, and Computers 2018
    Selected as a finalist candidate for the best student paper contest.

2017

  1. Adaptive Front-ends for End-to-end Source Separation
    Venkataramani, Shrikant, Casebeer, Jonah, and Smaragdis, Paris
    In Workshop for Audio Signal Processing, NIPS 2017