SSDPT: Self-Supervised Dual-Path Transformer for Anomalous Sound Detection in Machine Condition Monitoring

no code implementations • 6 Aug 2022 • Jisheng Bai, Jianfeng Chen, Mou Wang, Muhammad Saad Ayub, Qingli Yan

In this article, we propose a self-supervised dual-path Transformer (SSDPT) network to detect anomalous sounds in machine monitoring.

Self-Supervised Learning

A Squeeze-and-Excitation and Transformer based Cross-task System for Environmental Sound Recognition

no code implementations • 16 Mar 2022 • Jisheng Bai, Jianfeng Chen, Mou Wang, Muhammad Saad Ayub

Evaluations for the three tasks are conducted on the recent databases of detection and classification of acoustic scenes and event challenges.

Acoustic Scene Classification Data Augmentation +1