2 papers
cs.HC2026
CORTIS: Text-Only Adaptation of Spoken Language Models for Task-Oriented Voice Agents
Youngwon Choi, Hyeonyu Kim, Taeyoun Kwon +2
Task-oriented voice agents need to map spoken user requests to structured outputs such as semantic frames, executable actions, and function calls. A common approach is to cascade A…
cs.CL2026
Analyzing Error Propagation in Korean Spoken QA with ASR-LLM Cascades
Donghyuk Jung, Youngwon Choi
We analyze how automatic speech recognition (ASR) errors propagate through ASR--LLM cascades in Korean spoken question answering (SQA), focusing on downstream semantic failures tha…