6 citations · 15 across the 10 of their papers we have counts for
3 papers · 1 filter
Joint Feature and Output Distillation for Low-complexity Acoustic Scene Classification
Haowen Li, Ziyi Yang, Mou Wang +4
This report presents a dual-level knowledge distillation framework with multi-teacher guidance for low-complexity acoustic scene classification (ASC) in DCASE2025 Task 1. We propos…
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…
A Strongly-Labelled Polyphonic Dataset of Urban Sounds with Spatiotemporal Context
Kenneth Ooi, Karn N. Watcharasupat, Santi Peksi +8
This paper introduces SINGA:PURA, a strongly labelled polyphonic urban sound dataset with spatiotemporal context. The data were collected via several recording units deployed acros…