2025
Effective Pre-Training of Audio Transformers for Sound Event Detection
ICASSP 2025accepted
We propose a pre-training pipeline for audio spectrogram transformers for frame-level sound event detection tasks. On top of common pre-training steps, we add a meticulously designed training routine on AudioSet frame-level annotations. This includes a balanced sampler, aggressive data augmentation,…