4 papers · 1 filter
Parameter isolation with domain-specific experts for incremental audio classification
Jongyeon Park, Do-Hyeon Lim, Sang-won Park +4
To successfully deploy a model in time-varying environments such as streaming data prediction and sensing control, domain-incremental learning (DIL) has attracted attention since i…
Domain-incremental audio classification using domain-specific experts and prototype classifier
Jongyeon Park, Do-Hyeon Lim, Sang-won Park +4
This technical report presents submission systems for Task 7(domain-incremental audio classification) of the DCASE 2026 Challenge. The main obstacle is that, the system is unable t…
Performance improvement of spatial semantic segmentation with enriched audio features and agent-based error correction for DCASE 2025 Challenge Task 4
Jongyeon Park, Joonhee Lee, Do-Hyeon Lim +3
This technical report presents submission systems for Task 4 of the DCASE 2025 Challenge. This model incorporates additional audio features (spectral roll-off and chroma features)…
Sound event detection based on auxiliary decoder and maximum probability aggregation for DCASE Challenge 2024 Task 4
Sang Won Son, Jongyeon Park, Hong Kook Kim +2
In this report, we propose three novel methods for developing a sound event detection (SED) model for the DCASE 2024 Challenge Task 4. First, we propose an auxiliary decoder attach…