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End-to-end Contrastive Language-Speech Pretraining Model For Long-form Spoken Question Answering
Jiliang Hu, Zuchao Li, Baoyuan Qi +2
Significant progress has been made in spoken question answering (SQA) in recent years. However, many existing methods, including large audio language models, struggle with processi…
cs.SD2025
VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents
Jiliang Hu, Wenfu Wang, Zuchao Li +6
Recent advances in large audio language models (LALMs) have greatly enhanced multimodal conversational systems. However, existing benchmarks remain limited -- they are mainly Engli…
cs.SD2025
Joint Automatic Speech Recognition And Structure Learning For Better Speech Understanding
Jiliang Hu, Zuchao Li, Mengjia Shen +3
Spoken language understanding (SLU) is a structure prediction task in the field of speech. Recently, many works on SLU that treat it as a sequence-to-sequence task have achieved gr…