2 papers
cs.SD2026
LISTEN: Lightweight Industrial Sound-representable Transformer for Edge Notification
Changheon Han, Yun Seok Kang, Yuseop Sim +2
Deep learning-based machine listening is broadening the scope of industrial acoustic analysis, yet its widespread implementation on live shop floors is hindered by the reliance on…
cs.SD2025
IMPACT: Industrial Machine Perception via Acoustic Cognitive Transformer
Changheon Han, Yuseop Sim, Hoin Jung +7
Acoustic signals from industrial machines offer valuable insights for anomaly detection, predictive maintenance, and operational efficiency enhancement. However, existing task-spec…