Zhaoyi Liu

According to our database, Zhaoyi Liu authored at least 11 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

SCAN: Selective Contrastive Learning Against Noisy Data for Acoustic Anomaly Detection.

Zhaoyi Liu, Yuanbo Hou, Wenwu Wang, Sam Michiels, Danny Hughes

IEEE Signal Process. Lett., 2025

ConUAD: Combating Noisy Data through Selective Contrastive Learning for Unsupervised Acoustic Anomaly Detection.

Zhaoyi Liu, Sam Michiels, Danny Hughes

Proceedings of the IEEE Statistical Signal Processing Workshop, 2025

RTASP: Real-Time Actuator and Sensor Platform.

Yinze Li, Brendan J. Mackenzie, Stefan Lommaert, Tom Van Eyck, Zhaoyi Liu, David Newton, Friedrich Wolf-Monheim, Sam Michiels, Danny Hughes

Proceedings of the 22nd IEEE International Conference on Mobile Ad-Hoc and Smart Systems, 2025

2024

ConvDTW-ACS: Audio Segmentation for Track Type Detection During Car Manufacturing.

Álvaro López-Chilet, Zhaoyi Liu, Jon Ander Gómez, Carlos Alvarez, Marivi Alonso Ortiz, Andres Orejuela Mesa, David Newton, Friedrich Wolf-Monheim, Sam Michiels, Danny Hughes

CoRR, 2024

Beyond Universal Transformer: Block Reusing with Adaptor in Transformer for Automatic Speech Recognition.

Haoyu Tang, Zhaoyi Liu, Chang Zeng, Xinfeng Li

Proceedings of the Advances in Neural Networks - ISNN 2024, 2024

SRAD-CLF: Squeak and Rattle Anomaly Detection via Contrastive Learning Framework on Real Industrial Noise Recordings.

Zhaoyi Liu, Álvaro López-Chilet, Dading Chong, Sam Michiels, Jon Ander Gómez, Friedrich Wolf-Monheim, David Newton, Danny Hughes

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

FaultBit: Generic and Efficient Wireless Fault Detection Using the Internet of Things.

Koustabh Dolui, Ashok Samraj Thangarajan, Sergii Morshchavka, Zhaoyi Liu, Sam Michiels, Danny Hughes

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking and Services, 2023

CLF-AIAD: A Contrastive Learning Framework for Acoustic Industrial Anomaly Detection.

Zhaoyi Liu, Yuanbo Hou, Haoyu Tang, Álvaro López-Chilet, Sam Michiels, Dick Botteldooren, Jon Ander Gómez, Danny Hughes

Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022

Poster Abstract: Adapting Pretrained Features for Efficient Unsupervised Acoustic Anomaly Detection.

Zhaoyi Liu, Sam Michiels, Wouter Joosen, Danny Hughes

Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

CT-SAT: Contextual Transformer for Sequential Audio Tagging.

Yuanbo Hou, Zhaoyi Liu, Bo Kang, Yun Wang, Dick Botteldooren

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Unsupervised Acoustic Anomaly Detection Systems Based on Gaussian Mixture Density Neural Network.

Zhaoyi Liu, Haoyu Tang, Sam Michiels, Wouter Joosen, Danny Hughes

Proceedings of the 30th European Signal Processing Conference, 2022