Publications

2023

JASA
AI-based soundscape analysis: Jointly identifying sound sources and predicting annoyance
Yuanbo Hou, Qiaoqiao Ren, Huizhong Zhang, Andrew Mitchell, Francesco Aletta, Jian Kang, Dick Botteldooren
Journal of the Acoustical Society of America. 15 NOVEMBER 2023
ICONIP
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
International Conference on Neural Information Processing. 13 November 2023
Applied Acoustics
Sound augmentation for people with dementia: Soundscape evaluation based on sound labelling
Arezoo Talebzadeh, Dick Botteldooren, Timothy Van Renterghem, Pieter Thomas, Dominique Van de Velde, Patricia De Vriendt, Tara Vander Mynsbrugge, Yuanbo Hou, Paul Devos
Applied Acoustics. 24 October 2023
IEEE TASLP
Cooperative Scene-Event Modelling for Acoustic Scene Classification
Yuanbo Hou, Bo Kang, Andrew Mitchell, Wenwu Wang, Jian Kang, Dick Botteldooren
IEEE/ACM Transactions on Audio, Speech, and Language Processing. 9 October 2023
IEEE SPL
Audio Event-Relational Graph Representation Learning for Acoustic Scene Classification
Yuanbo Hou, Siyang Song, Chuang Yu, Wenwu Wang, Dick Botteldooren
IEEE Signal Processing Letters. 26 September 2023
INTERSPEECH
Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning
Yuanbo Hou, Siyang Song, Cheng Luo, Andrew Mitchell, Qiaoqiao Ren, Weicheng Xie, Jian Kang, Wenwu Wang, Dick Botteldooren
International Speech Communication Association. 20 August 2023
Sensors
Behavioural Models of Risk-Taking in Human–Robot Tactile Interactions
Qiaoqiao Ren, Yuanbo Hou, Dick Botteldooren, Tony Belpaeme
Sensors 16 May 2023
ICASSP
GCT: Gated Contextual Transformer for Sequential Audio Tagging
Yuanbo Hou, Yun Wang, Wenwu Wang, Dick Botteldooren
IEEE International Conference on Acoustics, Speech and Signal Processing. 5 May 2023
HRI
Low-latency Classification of Social Haptic Gestures Using Transformers
Qiaoqiao Ren, Yuanbo Hou, Tony Belpaeme
ACM/IEEE International Conference on Human-Robot Interaction. 13 March 2023
JASA
Deep learning techniques for noise annoyance detection: Results from an intensive workshop at the Alan Turing Institute
Andrew Mitchell, Emmeline Brown, Ratneel Deo, Yuanbo Hou, Jasper Kirton-Wingate, Jinhua Liang, Alisa Sheinkman, Christopher Soelistyo, Hari Sood, Arin Wongprommoon, Kaiyue Xing, Wingyan Yip, Francesco Aletta
Journal of the Acoustical Society of America. 1 March 2023