AITHU System for Unsupervised Anomalous Detection of Machine Working Status via Sounding
Published in DCASE Tech. Rep., 2022
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portfolio
publications
Ensemble of Multiple Anomalous Sound Detectors
Published in DCASE Tech. Rep., 2022
Decoupling Detectors for Scalable Anomaly Detection in AIoT Systems with Multiple Machines
Published in GLOBECOM, 2023
THUEE System for First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
Published in DCASE Tech. Rep., 2023
Unsupervised Anomaly Detection and Localization of Machine Audio: A GAN-Based Approach
Published in ICASSP, 2023
Data-Efficient Acoustic Scene Classification via Ensemble Teachers Distillation and Pruning
Published in arXiv, 2024
Improving Acoustic Scene Classification via Self-Supervised and Semi-Supervised Learning with Efficient Audio Transformer
Published in ICMEW Tech. Rep., 2024
Exploring Large-Scale Pre-Trained Models for Robust Machine Anomalous Sound Detection
Published in ICASSP, 2024
Improving Anomalous Sound Detection via Low-Rank Adaptation Fine-Tuning of Pre-Trained Audio Models
Published in SLT, 2024
Semi-Supervised Acoustic Scene Classification with Test-Time Adaptation
Published in ICMEW Tech. Rep., 2024
SJTU-THU Automated Audio Captioning System for DCASE 2024
Published in DCASE Tech. Rep., 2024
THUEE System for First-Shot Unsupervised Anomalous Sound Detection
Published in DCASE Tech. Rep., 2024
AnoPatch: Towards Better Consistency in Machine Anomalous Sound Detection
Published in INTERSPEECH, 2024
CoopASD: Cooperative Machine Anomalous Sound Detection with Privacy Concerns
Published in GLOBECOM, 2024
Exploring Self-Supervised Audio Models for Generalized Anomalous Sound Detection
Published in IEEE/ACM TASLP, 2025
Data-Efficient Low-Complexity Acoustic Scene Classification via Distilling and Progressive Pruning
Published in ICASSP, 2025
SJTU-AITHU System for DCASE 2025 Anomalous Sound Detection Challenge
Published in DCASE Tech. Rep., 2025
Adaptive Prototype Learning for Anomalous Sound Detection with Partially Known Attributes
Published in ICASSP, 2025
AITHU Submission for DCASE 2026 Task 2: Robust Machine-Wise Scoring with BEATs Representations
Published in DCASE Tech. Rep., 2026
RefGen: Reference-Guided Synthetic Data Generation for Anomalous Sound Detection
Published in ICASSP, 2026
SATLAB System for DCASE 2026 Task 2: Generative Data Augmentation for Machine Sound Anomaly Detection
Published in DCASE Tech. Rep., 2026
THUEE System for DCASE 2026 Task 2: Ensembling Multiple Anomaly Detectors for Generalized Anomalous Sound Detection
Published in DCASE Tech. Rep., 2026
WISTLAB System for DCASE 2026 Task 2: Fine-Grained Scoring for Noise-Aware Machine Sound Anomaly Detection
Published in DCASE Tech. Rep., 2026
FISHER: A Foundation Model for Multimodal Industrial Signal Comprehensive Representation
Published in IEEE TII, 2026