Unsupervised Acoustic Anomaly Detection Systems Based on Gaussian Mixture Density Neural Network. - Zhaoyi Liu 003; Haoyu Tang; Sam Michiels; Wouter Joosen; Danny Hughes 001 (EUSIPCO, 2022)

CT-SAT: Contextual Transformer for Sequential Audio Tagging. - Yuanbo Hou; Zhaoyi Liu 003; Bo Kang; Yun Wang; Dick Botteldooren (INTERSPEECH, 2022)

Poster Abstract: Adapting Pretrained Features for Efficient Unsupervised Acoustic Anomaly Detection. - Zhaoyi Liu 003; Sam Michiels; Wouter Joosen; Danny Hughes 001 (IPSN, 2022)

CLF-AIAD: A Contrastive Learning Framework for Acoustic Industrial Anomaly Detection. - Zhaoyi Liu 003; Yuanbo Hou; Haoyu Tang; Álvaro López-Chilet; Sam Michiels; Dick Botteldooren; Jon Ander Gómez; Danny Hughes 001 (ICONIP (7), 2023)

FaultBit: Generic and Efficient Wireless Fault Detection Using the Internet of Things. - Koustabh Dolui; Ashok Samraj Thangarajan; Sergii Morshchavka; Zhaoyi Liu 003; Sam Michiels; Danny Hughes 001 (MobiQuitous (1), 2023)

SRAD-CLF: Squeak and Rattle Anomaly Detection via Contrastive Learning Framework on Real Industrial Noise Recordings. - Zhaoyi Liu 003; Álvaro López-Chilet; Dading Chong; Sam Michiels; Jon Ander Gómez; Friedrich Wolf-Monheim; David Newton; Danny Hughes 001 (EUSIPCO, 2024)

Beyond Universal Transformer: Block Reusing with Adaptor in Transformer for Automatic Speech Recognition. - Haoyu Tang; Zhaoyi Liu 003; Chang Zeng; Xinfeng Li (ISNN, 2024)

ConvDTW-ACS: Audio Segmentation for Track Type Detection During Car Manufacturing. - Álvaro López-Chilet; Zhaoyi Liu 003; Jon Ander Gómez; Carlos Alvarez; Marivi Alonso Ortiz; Andres Orejuela Mesa; David Newton; Friedrich Wolf-Monheim; Sam Michiels; Danny Hughes 001 (CoRR, 2024)

RTASP: Real-Time Actuator and Sensor Platform. - Yinze Li; Brendan J. Mackenzie; Stefan Lommaert; Tom Van Eyck; Zhaoyi Liu 003; David Newton; Friedrich Wolf-Monheim; Sam Michiels; Danny Hughes 001 (MASS, 2025)

ConUAD: Combating Noisy Data through Selective Contrastive Learning for Unsupervised Acoustic Anomaly Detection. - Zhaoyi Liu 003; Sam Michiels; Danny Hughes 001 (SSP, 2025)

SCAN: Selective Contrastive Learning Against Noisy Data for Acoustic Anomaly Detection. - Zhaoyi Liu 003; Yuanbo Hou; Wenwu Wang 001; Sam Michiels; Danny Hughes 001 (IEEE Signal Process. Lett., 2025)