AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension

no code implementations • 12 Feb 2024 • Qian Yang, Jin Xu, Wenrui Liu, Yunfei Chu, Ziyue Jiang, Xiaohuan Zhou, Yichong Leng, YuanJun Lv, Zhou Zhao, Chang Zhou, Jingren Zhou

By revealing the limitations of existing LALMs through evaluation results, AIR-Bench can provide insights into the direction of future research.

2k Automatic Speech Recognition +4

SELM: Speech Enhancement Using Discrete Tokens and Language Models

no code implementations • 15 Dec 2023 • Ziqian Wang, Xinfa Zhu, Zihan Zhang, YuanJun Lv, Ning Jiang, Guoqing Zhao, Lei Xie

Given the intrinsic similarity between speech generation and speech enhancement, harnessing semantic information holds potential advantages for speech enhancement tasks.

Self-Supervised Learning Speech Enhancement