When Does an ASR Error Matter? Task-Role Diagnostics for Tool-Using Voice Agents

cs.CL

Submitted: 2026-10-13

Updated: 2026-10-13

Code: https://github.com/invoker-qqwrv/SpeechEvalX

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• Semantic-WER: A Unified Metric for the Evaluation of ASR Transcript for End Usability
• FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs
• Qwen2.5 Technical Report
• The Llama 3 Herd of Models
• VoiceAgentBench: Are Voice Assistants ready for agentic tasks?
• $\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment
• EVA-Bench: A New End-to-end Framework for Evaluating Voice Agents
• From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents
• $\tau$-Voice: Benchmarking Full-Duplex Voice Agents on Real-World Domains

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