On DCASE 2023 Task 4, CRNN+BEATs remains the strongest single-model setup, BEATs+WavLM fusion improves event-F1 slightly, and the new nSEBBs post-processing matches cSEBBs accuracy at about 6 percent of its runtime.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.AS 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Revisiting SSL for sound event detection: complementary fusion and adaptive post-processing
On DCASE 2023 Task 4, CRNN+BEATs remains the strongest single-model setup, BEATs+WavLM fusion improves event-F1 slightly, and the new nSEBBs post-processing matches cSEBBs accuracy at about 6 percent of its runtime.