一作ACL 2026Findings· Findings of ACL
Rolling Out Data Quality Overnight, without losing the plot: A Multi-Agent System for Speech Data Quality Management
Rishabh Kumar · Abhinav Painuli · Chriss Philip Saji · Devesh Soni · Amrith Krishna · Ganesh Ramakrishnan
摘要
Quality management when creating large-scale speech datasets is essential for building reliable downstream models, yet verification pipelines are often brittle, domain-specific, and expertise-intensive. We introduce SpeechQM-Agent , a natural language-driven agentic framework that compiles user r...