3 papers
eess.AS2026
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…
eess.AS2026
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…
eess.AS2025
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)…