3 papers
eess.SP2026
A Novel Monte Carlo Gradient Method Based on Meta-learning for Effective Step-size Selection in Active Noise Control
Luyuan Li, Jisheng Bai, Xiruo Su +3
Active noise control (ANC) is an effective approach to noise suppression, and the filtered-reference least mean square (FxLMS) algorithm is a widely adopted method in ANC systems,…
cs.SD2024
Data Efficient Acoustic Scene Classification using Teacher-Informed Confusing Class Instruction
Jin Jie Sean Yeo, Ee-Leng Tan, Jisheng Bai +2
In this technical report, we describe the SNTL-NTU team's submission for Task 1 Data-Efficient Low-Complexity Acoustic Scene Classification of the detection and classification of a…
eess.SP2024
Real-Time Sound Event Localization and Detection: Deployment Challenges on Edge Devices
Jun Wei Yeow, Ee-Leng Tan, Jisheng Bai +2
Sound event localization and detection (SELD) is critical for various real-world applications, including smart monitoring and Internet of Things (IoT) systems. Although deep neural…