Sound Event Detection

ResCapsnet: A Capsule Network with CRAM and BiGRU for Sound Event Detection featured image

ResCapsnet: A Capsule Network with CRAM and BiGRU for Sound Event Detection

Sound event detection (SED) is a challenging task where ambient sound events are detected from a given audio signal, which includes categorizing the events and estimating their …

Bing Sun
ASiT-CRNN: A Method for Sound Event Detection with Fine-Tuning of Self-Supervised Pre-Trained ASiT-based Model featured image

ASiT-CRNN: A Method for Sound Event Detection with Fine-Tuning of Self-Supervised Pre-Trained ASiT-based Model

Recently, the utilization of pre-trained models to transfer knowledge to downstream tasks has become an increasing trend. In this paper, we present an effective sound event …

Yueyang Zheng
Weakly Labeled Sound Event Detection with a Capsule-Transformer Model featured image

Weakly Labeled Sound Event Detection with a Capsule-Transformer Model

Sound event detection (SED) is a widely studied field that has achieved considerable success. The dynamic routing mechanism of capsule networks has been used for SED, but its …

Kanghao Li