Publications

2025

1. 

   Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks

   Chien-yu Huang, Wei-Chih Chen, Shu-wen Yang, Andy T. Liu, Chen-An Li, and 71 more authors

   In The Thirteenth International Conference on Learning Representations (ICLR), 2025

   arXiv PDF

2024

1. 

   AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models

   Yuan Tseng, Layne Berry, Yi-Ting Chen, I-Hsiang Chiu, Hsuan-Hao Lin, and 13 more authors

   In ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024

   DOI arXiv Bib PDF

   @inproceedings{10445941,
     author = {Tseng, Yuan and Berry, Layne and Chen, Yi-Ting and Chiu, I-Hsiang and Lin, Hsuan-Hao and Liu, Max and Peng, Puyuan and Shih, Yi-Jen and Wang, Hung-Yu and Wu, Haibin and Huang, Po-Yao and Lai, Chun-Mao and Li, Shang-Wen and Harwath, David and Tsao, Yu and Mohamed, Abdelrahman and Feng, Chi-Luen and Lee, Hung-Yi},
     booktitle = {ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
     title = {AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models},
     year = {2024},
     volume = {},
     number = {},
     pages = {6890-6894},
     keywords = {Representation learning;Visualization;Soft sensors;Benchmark testing;Signal processing;Task analysis;Speech processing;Audio-Visual Learning;Representation Learning;Evaluation;Self-Supervised Learning},
     doi = {10.1109/ICASSP48485.2024.10445941},
   }