Search Results for author: Weiqiao Shan

Found 5 papers, 2 papers with code

Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders

no code implementations21 Feb 2025 Weiqiao Shan, Yuang Li, Yuhao Zhang, Yingfeng Luo, Chen Xu, Xiaofeng Zhao, Long Meng, Yunfei Lu, Min Zhang, Hao Yang, Tong Xiao, Jingbo Zhu

Connecting audio encoders with large language models (LLMs) allows the LLM to perform various audio understanding tasks, such as automatic speech recognition (ASR) and audio captioning (AC).

Audio captioning Automatic Speech Recognition +2

Optimizing Speech Multi-View Feature Fusion through Conditional Computation

1 code implementation14 Jan 2025 Weiqiao Shan, Yuhao Zhang, Yuchen Han, Bei Li, Xiaofeng Zhao, Yuang Li, Min Zhang, Hao Yang, Tong Xiao, Jingbo Zhu

Recent advancements have highlighted the efficacy of self-supervised learning (SSL) features in various speech-related tasks, providing lightweight and versatile multi-view speech representations.

Self-Supervised Learning

PartialFormer: Modeling Part Instead of Whole for Machine Translation

1 code implementation23 Oct 2023 Tong Zheng, Bei Li, Huiwen Bao, Jiale Wang, Weiqiao Shan, Tong Xiao, Jingbo Zhu

In this work, we emphasize the importance of hidden dimensions in designing lightweight FFNs, a factor often overlooked in previous architectures.

Abstractive Text Summarization Machine Translation +1

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