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20242026
most citedSOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant

1 citations · 1 across the 4 of their papers we have counts for

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cs.CL2025

VocalBench-DF: A Benchmark for Evaluating Speech LLM Robustness to Disfluency

Hongcheng Liu, Yixuan Hou, Heyang Liu +3

While Speech Large Language Models (Speech-LLMs) show strong performance in many applications, their robustness is critically under-tested, especially to speech disfluency. Existin…

cs.SD2025★ 1 cited

SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant

Yixuan Hou, Heyang Liu, Yuhao Wang +5

Thanks to the steady progress of large language models (LLMs), speech encoding algorithms and vocoder structure, recent advancements have enabled generating speech response directl…