publications

My publications in reversed chronological order

2024

  1. Scaling Up Adaptive Filter Optimizers
    Casebeer, Jonah, Bryan, Nicholas J, and Smaragdis, Paris
    arXiv preprint arXiv:2403.00977 2024
    arXiv Code Website
  2. Meta-AF Echo Cancellation for Improved Keyword Spotting
    Casebeer, Jonah, Wu, Junkai, and Smaragdis, Paris
    In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2024
    arXiv Code Website

2023

  1. Meta-Learning for Adaptive Filtering
    Casebeer, Jonah
    Ph.D. Thesis, University of Illinois at Urbana-Champaign 2023
    Website
  2. Meta-AF: Meta-Learning for Adaptive Filters
    Casebeer, Jonah, Bryan, Nicholas J, and Smaragdis, Paris
    IEEE/ACM Transactions on Audio, Speech, and Language Processing 2023
    arXiv Code Website

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
    arXiv Code Website
  2. 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
    arXiv

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
    arXiv Code Website
  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
    arXiv Code
  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
    arXiv Code
  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
    arXiv
  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
    arXiv Code Website

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
    arXiv
    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
    arXiv Website
  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
    PDF Website
  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
    arXiv Code Website
  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
    arXiv Website

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
    arXiv Code Website
  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
    PDF Poster
    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
    arXiv
  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
    arXiv Code Website
    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
    PDF Code Website