4 papers
From Human Speech to Ocean Signals: Transferring Speech Large Models for Underwater Acoustic Target Recognition
Mengcheng Huang, Xue Zhou, Chen Xu +1
Underwater acoustic target recognition (UATR) plays a vital role in marine applications but remains challenging due to limited labeled data and the complexity of ocean environments…
Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders
Weiqiao Shan, Yuang Li, Yuhao Zhang +9
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 captio…
Seewo's Submission to MLC-SLM: Lessons learned from Speech Reasoning Language Models
Bo Li, Chengben Xu, Wufeng Zhang
This paper presents Seewo's systems for both tracks of the Multilingual Conversational Speech Language Model Challenge (MLC-SLM), addressing automatic speech recognition (ASR) and…
A Modular-based Strategy for Mitigating Gradient Conflicts in Simultaneous Speech Translation
Xiaoqian Liu, Yangfan Du, Jianjin Wang +5
Simultaneous Speech Translation (SimulST) involves generating target language text while continuously processing streaming speech input, presenting significant real-time challenges…