publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Bridging Ears and Eyes: Analyzing Audio and Visual Large Language Models to Humans in Visible Sound Recognition and Reducing Their Sensory Gap via Cross-Modal Distillation
    Xilin Jiang*, Junkai Wu*, Vishal Choudhari, and Nima Mesgarani
    In 2025 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) Best Paper Award🥇, 2025
    PDF

2024

  1. Just ASR + LLM? A Study on Speech Large Language Models’ Ability to Identify and Understand Speaker in Spoken Dialogue
    Junkai Wu*, Xulin Fan*, Bo-Ru Lu, Xilin Jiang, and 3 more authors
    In 2024 IEEE Spoken Language Technology Workshop (SLT), 2024
    PDF
  2. Meta-AF Echo Cancellation for Improved Keyword Spotting
    Jonah Casebeer, Junkai Wu, and Paris Smaragdis
    In ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024
    PDF

2023

  1. Listen, Decipher and Sign: Toward Unsupervised Speech-to-Sign Language Recognition
    Liming Wang, Junrui Ni, Heting Gao, Jialu Li, and 5 more authors
    In Findings of the Association for Computational Linguistics: ACL 2023, Jul 2023
    PDF
  2. Unsupervised Improvement of Audio-Text Cross-Modal Representations
    Zhepei Wang, Cem Subakan, Krishna Subramani, Junkai Wu, and 3 more authors
    In 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Jul 2023
    PDF Code

2022

  1. Learning Representations for New Sound Classes With Continual Self-Supervised Learning
    Zhepei Wang, Cem Subakan, Xilin Jiang, Junkai Wu, and 3 more authors
    IEEE Signal Processing Letters, Jul 2022
    PDF Code
  2. Meta-Learning for Adaptive Filters with higher-order Frequency Dependencies
    Junkai Wu, Jonah Casebeer, Nicholas J. Bryan, and Paris Smaragdis
    In 2022 International Workshop on Acoustic Signal Enhancement (IWAENC), Jul 2022
    PDF Code