Lin Wang

Lecturer
(Assistant Professor)

Electronic Engineering and Computer Science
Queen Mary University of London
E1 4NS
lin.wang at qmul.ac.uk

I am a Lecturer in Applied Data Science and Signal Processing at QMUL. I am a member of the Centre for Digital Music (C4DM) and Centre for Intelligent Sensing (CIS), a member of Institute of Coding (IoC), and an associate member of the Machine Listening Lab, and an associate member of the Centre for Advanced Robotics (ARQ). Previously I was a Postdoc at QMUL (2014-17) and a Postdoc at University of Sussex (2017-18), and was Alexander von Humboldt Fellow at University of Oldenburg Germany (2011-13). I obtained my PhD in Signal Processing at Dalian University of Technology China (2010).

I am FHEA (Fellow of Higher Education Academy, UK). I am Associate Editor of IEEE ACCESS, and Associate Editor of IEEE Sensors Journal. I am Early Career Champion on AI&Data of UK Acoustics Network. I am IEEE Audio and Acoustic Signal Processing Technical Committee (AASP TC) Member.

My research focuses on audio and visual signal processing, robotic perception and machine learning. I developed microphone array techniques for sound enhancement, source localizaiton and blind source separtation. I developed audio-visual signal processing techniques for acoustic sensing from flying robots (mini-drones). I applied machine learning techniques to human activity and context recogntiion from wearable sensors (motion, GPS, sound and image).

Visit my Google Scholar Profile (citations 1700+, h-index 24)

Visit my Research Gate


POSTDOC POSITION OPENING (please contact me)


News


PUBLICATION (full list...)


09/2023: PeerJ paper accepted on topic segmentation

08/2023: 1 paper accepted at AES 155th Convention on spatial audio

07/2023: 1 paper accepted at Ubicomp 2023 HASCA on the SHL challenge

07/2023: 1 paper accepted at RANLP 2023 on topic segmentation

06/2023: 1 paper accepted at ACII 2023 on audio-visual emotion recognition

06/2023: EHJ-Digital Health paper accepted on heart disease detection from ECG data

05/2023: Speech Communication paper accepted on data augmented speech separation

04/2023: IEEE Sensor paper accepted on hardware design for drone audition

03/2023: 1 paper accepted at ICMR 2023 on multimodal topic segmentation (acceptance rate 15%)

03/2023: IEEE Access paper accepted on single-channel deep learning models for speech enhancement on drones

09/2022: IEEE Sensor paper accepted on deep learning based acoustic sensing from flying drones

05/2022: 1 paper accepted at Quiet Drones 2022

11/2021: 1 chatper accepted at Springer Book "Generative Adversarial Learning"

08/2021: Survey paper on three year SHL 2018-2020 accepted at Frontiers in Computer Science

07/2021: 1 paper accepted at Ubicomp 2021 HASCA on the SHL challenge

07/2021: 1 paper accepted at MMSP 2021 on deep speech separation

08/2020: IEEE TASLP paper accepted on blind source separation and ego-noise reduction

08/2020: IEEE TETCI paper accepted on deep learning based ego-noise reduction

07/2020: 1 paper accepted at Ubicomp 2020 HASCA on the SHL challenge

04/2020: IEEE Sensor paper accepted on multimodal smartphone sensing (motion + audio + visual)

07/2019: 1 paper accepted at Ubicomp 2019 HASCA on the SHL challenge

06/2019: 1 paper accepted at IROS 2019 on drone sound dataset

05/2019: 2 chatpers accepted at Springer Book "Human Activity Sensing"

03/2019: 1 paper accepted at ABC 2019 on vision based transportation mode recognition

02/2019: ICASSP paper accepted on sound-based transportation mode recognition

01/2019: IEEE ACCESS paper accepted on SHL baseline performance

12/2018: 1 EU patent filed on smartphone sensing

07/2018: IEEE ACCESS paper accepted on SHL dataset

07/2018: 3 papers accepted at Ubicomp 2018 on human activity recognition

06/2018: 1 paper accepted at IROS 2018 on acoustic source tracking on drones

04/2018: IEEE TASLP paper accepted on pseudo-determined blind source separation

03/2018: IEEE Sensor paper accepted on acoustic sensing on drones

ACTIVITY


06/2023: Chairing session "Audio for Multimedia and Multimodal Processing" at ICASSP 2023

03/2023: Talk at The Art of Being an Acoustician

03/2023: Talk on drone audition at DERI Seminar

12/2022: Guest editing Special Issue "Deep Learning Based Speech Enhancement Technology" at Applied Sciences

11/2022: Elected as IEEE AASP Technical Committee member

08/2022: Attending ISWC TPC meeting

07/2022: Attending UKAN+ Annual Meeting at Manchester

06/2022: Attending Quiet Drones 2022

01/2022: Outstanding Article Award by Fronteris in Computer Science

12/2021: Appointed as Associate Editor of IEEE Sensors Journal

12/2021: Chairing the CIS Winter School 2021

12/2021: Chairing the first UKAN+ Connecting SIGs Event (Virtual Event)

09/2021: Talk on SHL Challenge 2021 at Ubicomp 2021(Virtual Event)

09/2021: Chairing the "Acoustic Sensing" and "Privacy" session at UbiComp 2021

08/2021: Awarded the HEA Fellowship

04/2021: Kick-off meeting of the SHL Challenge 2021 (to be held at Ubicomp 2021, Mexico)

03/2021: Talk at UK Acoustic Network (UKAN) Webinar

09/2020: Talk on SHL Challenge 2020 at Ubicomp 2020, Mexico (Virtual Event)

09/2020: Chairing the Multimodal AI session of the CIS Summer School 2020

03/2020: Kick-off meeting of the SHL Challenge 2020 (to be held at Ubicomp 2020, Mexico)

11/2019: Talk at 2nd Bristol Drone Cinematography workshop at Bristol University

11/2019: Talk at IROS 2019 at Macau China

09/2019: Talk on SHL Challenge 2019 at Ubicomp 2019, London

09/2019: Chairing the Sound Sensing & AI session and the panel discussion of the CIS Summer School 2019

05/2019: Attending ICASSP 2019 at Brighton

04/2019: Kick-off meeting of the SHL Challenge 2019 (to be held at Ubicomp 2019, London)

03/2019: Attending IoC Annual Conference 2019 at Manchester

01/2019: Talk at Yonsei-QMUL Workshop, at QMUL

10/2018: Talk on SHL Challenge at Ubicomp 2018, Singapore

10/2018: Talk at IROS 2018 at Madrid

10/2018: Appointed as Associate Editor of IEEE ACCESS

09/2018: Appointed as Lecturer at QMUL

DATASET & CODE


10/2020: Training and Tesing dataset for the SHL recognition challenge 2020 available

11/2019: AVQ (the first audio-visual sensing dataset from a multi-rotor drone) is released

10/2019: Training and Tesing dataset for the SHL recognition challenge 2019 available

12/2018: SHL dataset partly available

10/2018: Training and Tesing dataset for the SHL recognition challenge available

Grants & Funding

  • Institute of Coding - Office for Students UK - 2018-2022 - Committee Member
  • UKRI Centre for Doctoral Training in Artificial Intelligence and Music - EPSRC - 2019-2027 - Supervision Team
  • EPSRC and AHRC Centre for Doctoral Training in Media and Arts Technology - EPSRC - 2014-2022 - Supervision Team
  • Activity Sensing Technologies for Mobile Users - HUAWEI Technology - 2017-2018 - Leading Research Scientist
  • Multisource Audio-Visual Production from User-Generated Content - EPSRC - 2013-2016 - Leading Research Scientist
  • Blind Source Separation in Highly Reverberant Environments - Alexander von Humboldt Foundation Germany - 2011-13 - PI

Invited Talks

  • Acoustic sensing from multi-rotor drones, UK Acoustic Network (UKAN) Seminar, Mar 2021 (invited talk)
  • Audio-visual sensing from multi-rotor drones, 2nd Bristol Drone Cinematography Workshop 2019, Dec 2019 (invited talk)
  • Multimodal acoustic sensing from a micro aerial vehicle, Yonsei - QMUL Workshop on Audio and Visual Learning for Multimedia Perception and Production, Jan 2019 (invited talk)
  • Audio-visual sensing from a quadcopter: dataset and baselines for source localization and sound enhancement, Special Session “Robot Audition” at IROS 2019, Sep 2019 (invited paper)
  • Tracking a moving sound source from a multi-rotor drone, Special Session “Robot Audition” at IROS 2018, Sep 2018 (invited paper)
  • Summary of SHL challenge 2021, HASCA workshop at Ubicomp 2021, Sep 2021 (invited paper)
  • Summary of SHL challenge 2020, HASCA workshop at Ubicomp 2020, Sep 2020 (invited paper)
  • Summary of SHL challenge 2019, HASCA workshop at Ubicomp 2019, Sep 2019 (invited paper)
  • Summary of SHL challenge 2018, HASCA workshop at Ubicomp 2018, Sep 2018 (invited paper)

Academic and Services

    Professional Body

    • Fellow of Higher Education Academy UK
    • Early Career Champion on AI&Data of UK Acoustics Network
    • IEEE AASP Technical Committee member

    Associate Editor

    • IEEE ACCESS
    • IEEE SENSORS JOURNAL

    Special Issue Editor

    Conference/workshop Organizer

    Journal Reviewer

    • Proceeding IEEE
    • IEEE Transactions on Signal Processing
    • IEEE Transactions on Audio, Speech, and Language Processing
    • IEEE Transactions on Multimedia
    • IEEE Sensors Journal
    • ACM Computing Surveys
    • IEEE Access
    • Applied Acoustics
    • Signal Processing
    • IET Signal Processing
    • Digital Signal Processing
    • Circuits, Systems and Signal Processing
    • EURASIP Journal on Advanced Signal Processing
    • EURASIP Journal on Audio, Speech, and Music Processing

PhD Students

Ashish Alex
  • Deep speech separation
Michael Clayton
  • Robot audition
Dmitrii Mukhutdinov
  • Deep audio-visual processing

Classes

2020/21: Semester B
  • Applied Statistics
2020/21: Semester A
  • Website Design and Authoring
2019/20: Semester B
  • Machine Learning for Visual Data Analysis
2019/20: Semester A
  • Website Design and Authoring
2019/20: Semester A
  • Applied Statistics
2018/19: Semester B
  • Machine Learning for Visual Data Analysis
2018/19: Semester A
  • Website Design and Authoring
2017/18: Semester B
  • Machine Learning in Wearable Technologies
2017/18: Semester A
  • Website Design and Authoring