Research Explorer

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Researcher

Yuanbo Hou

Awards & Distinctions

23 Results

2024

Advancing machine listening : understanding acoustic scenes and events and the emotions they evoke

Yuanbo HouDick BotteldoorenSarah Verhulst

CLF-AIAD : a contrastive learning framework for acoustic industrial anomaly detection

Zhaoyi LiuYuanbo HouHaoyu TangÁlvaro López-ChiletSam MichielsDick BotteldoorenJon Ander GómezDanny Hughes

Cooperative scene-event modelling for acoustic scene classification

Yuanbo HouBo KangAndrew MitchellWenwu WangJian KangDick Botteldooren

A1 Journal Article in IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

Multi-level graph learning for audio event classification and human-perceived annoyance rating prediction

Yuanbo HouQiaoqiao RenSiyang SongYuxin SongWenwu WangDick Botteldooren

No more mumbles : enhancing robot intelligibility through speech adaptation

Qiaoqiao RenYuanbo HouDick BotteldoorenTony Belpaeme

A1 Journal Article in IEEE ROBOTICS AND AUTOMATION LETTERS

Sound augmentation for people with dementia : soundscape evaluation based on sound labelling

Arezoo TalebzadehDick BotteldoorenTimothy Van RenterghemPieter ThomasDominique Van de VeldePatricia De VriendtTara Vander MynsbruggeYuanbo HouPaul Devos

A1 Journal Article in APPLIED ACOUSTICS

2023

AI-based soundscape analysis : jointly identifying sound sources and predicting annoyance

Yuanbo HouQiaoqiao RenHuizhong ZhangAndrew MitchellFrancesco AlettaJian KangDick Botteldooren

A1 Journal Article in JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Audio event-relational graph representation learning for acoustic scene classification

Yuanbo HouSiyang SongChuang YuWenwu WangDick Botteldooren

A1 Journal Article in IEEE SIGNAL PROCESSING LETTERS

Behavioural models of risk-taking in human-robot tactile interactions

Qiaoqiao RenYuanbo HouDick BotteldoorenTony Belpaeme

A1 Journal Article in SENSORS

Deep learning techniques for noise annoyance detection : results from an intensive workshop at the Alan Turing Institute

Andrew MitchellEmmeline BrownRatneel DeoYuanbo HouJasper Kirton-WingateJinhua LiangAlisa SheinkmanChristopher SoelistyoHari SoodArin Wongprommoon et al.

Exploring annoyance in a soundscape context by joint prediction of sound source and annoyance

Yuanbo HouAndrew MitchellQiaoqiao RenFrancesco AlettaJian KangDick Botteldooren

GCT : gated contextual transformer for sequential audio tagging

Yuanbo HouYun WangWenwu WangDick Botteldooren

Joint prediction of audio event and annoyance rating in an urban soundscape by hierarchical graph representation learning

Yuanbo HouSiyang SongCheng LuoAndrew MitchellQiaoqiao RenWeicheng XieJian KangWenwu WangDick Botteldooren[missing] Int Speech Commun Assoc

Low-latency classification of social haptic gestures using transformers

Qiaoqiao RenYuanbo HouTony Belpaeme

Using a neural network based vocalization detector for broiler welfare monitoring

Pieter ThomasTomasz GrzywalskiYuanbo HouPatricia Soster de CarvalhoMaarten De GussemGunther AntonissenFrank TuyttensEli De PoorterPaul DevosDick Botteldooren

2022

Artificial intelligence-based collaborative acoustic scene and event classification to support urban soundscape analysis and classification

Yuanbo HouDick Botteldooren

Audio-visual scene classification via contrastive event-object alignment and semantic-based fusion

Yuanbo HouBo KangDick Botteldooren

CT-SAT : contextual transformer for sequential audio tagging

Yuanbo HouZhaoyi LiuBo KangYun WangDick Botteldooren

Event-related data conditioning for acoustic event classification

Yuanbo HouDick Botteldooren

Relation-guided acoustic scene classification aided with event embeddings

Yuanbo HouBo KangWout Van HauwermeirenDick Botteldooren

Sensor characterization for supporting de-noising and auto-calibration of sensor data

Wout Van HauwermeirenYuanbo HouKarlo FilipanDick Botteldooren

2021

Attention-based cross-modal fusion for audio-visual voice activity detection in musical video streams

Yuanbo HouZhesong YuXia LiangXingjian DuBilei ZhuZejun MaDick Botteldooren

Rule-embedded network for audio-visual voice activity detection in live musical video streams

Yuanbo HouYi DengBilei ZhuZejun MaDick Botteldooren