Neural Networks

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

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

Improved Capsule Routing for Weakly Labeled Sound Event Detection

Polyphonic sound event detection aims to detect the types of sound events that occur in given audio clips, and their onset and offset times, in which multiple sound events may …

haitao-li