Natural Environment Protection
Conference
Z. Mnasri, J. Giraldo, T. Bouwmans, “Anomalous Sound Detection for Road Surveillance based on Graph Signal Processing”, European Conference on Signal Processing, EUSIPCO 2024, 2024.
Z. Mnasri, T. Bouwmans, "A Novel Method for Anomaly Detection using Graph Signal Embedding: Application to Anomalous Sound Detection", Submitted to Expert Systems and Applications, 2025.
Description
Anomalous Sound Detection (ASD) is an emerging field that leverages audio signal processing, anomaly detection and feature extraction to provide accurate detection of anomalous events. In this context, we propose a Graph Signal Processing (GSP) approach for ASD method based on Graph embedding and filtering and One-Class SVMs (GOCSVM).
Collaborators
Bradford University Telecom Paris La Rochelle University
Zied MNASRI (Associate Professor) Jhony GIRALDO (Associate Professor) Thierry BOUWMANS