Capsule Network

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
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
Improved Capsule Routing for Weakly Labeled Sound Event Detection featured image

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