Dr Lin Wang
Lecturer
School of Electronic Engineering and Computer Science
Queen Mary University of London
Queen Mary University of London
Research
Machine listening, Audio-visual signal processing, Machine learning, Robotic perception
Publications
Publications of specific relevance to the Centre for Multimodal AI2025
Diagnostic and prognostic value of ECG-predicted hypertension-mediated left ventricular hypertrophy using machine learningNaderi H Ramírez J Van Duijvenboden S Pujadas ER Aung N Wang L Chamling B Dörr M et al.
Journal of Hypertension, Wolters Kluwer vol. 43 (8), 1327-1338.
23-05-2025
Binaural room impulse responses interpolation using physics-informed neural networks in three dimensionsLi Y Wang L Reiss J
51st German Annual Conference on Acoustics (DAGA).
20-04-2025
2024
Diagnostic and prognostic value of ECG-predicted hypertension mediated left ventricular hypertrophy using machine learningNaderi H Ramirez J Van Duijvenboden S Pujadas ER Aung N Wang L Chamling B Dorr M et al.
European Heart Journal. vol. 45 (Supplement_1)
28-10-2024
Summary of SHL Challenge 2024: Motion Sensor-based Locomotion and Transportation Mode Recognition in Missing Data ScenariosWang L Ciliberto M Gjoreski H Lago P Murao K Okita T Roggen D
Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing., 555-562.
05-10-2024
Enhanced Speech Emotion Recognition Incorporating Speaker-Sensitive Interactions in ConversationsLuo J Phan H Wang L Reiss J
2024 IEEE International Conference on Multimedia and Expo (ICME). vol. 00, 1-6.
19-07-2024
1st Place Solution to Odyssey Emotion Recognition Challenge Task1: Tackling Class Imbalance ProblemChen M Zhang H Li Y Luo J Wu W Ma Z Bell P Lai C et al.
The Speaker and Language Recognition Workshop (Odyssey 2024)., 260-265.
18-06-2024
Recent Trends in Linear Text Segmentation: A SurveyGhinassi I Wang L Newell C Purver M
01-01-2024
When Cohesion Lies in the Embedding Space: Embedding-Based Reference-Free Metrics for Topic SegmentationGhinassi I Wang L Newell C Purver M
2024 Joint International Conference on Computational Linguistics Language Resources and Evaluation Lrec Coling 2024 Main Conference Proceedings., 17525-17536.
01-01-2024
2023
Comparing neural sentence encoders for topic segmentation across domains: not your typical text similarity taskGhinassi I Wang L Newell C Purver M
Peerj Computer Science, Peerj vol. 9
03-11-2023
Acoustic sensing form the skyWang L Cavallaro A
Acoustics Bulletin, Institute of Acoustics vol. 45, 45-45.
01-11-2023
UAV Bioacoustic Monitoring for Bird SurveyClayton M Wang L
2023 7th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT). vol. 00, 1-6.
28-10-2023
Drone audition for bioacoustic monitoringWang L Clayton M Rossberg AG
Methods in Ecology and Evolution, Wiley Open Access
25-10-2023
Impact of mismatched room acoustic modeling on transaural reproduction with loudspeaker arraysLi Y Reiss J Wang L
AES convention 25 Oct 2023 - 27 Oct 2023.
25-10-2023
Summary of SHL Challenge 2023: Recognizing Locomotion and Transportation Mode from GPS and Motion SensorsWang L Gjoreski H Ciliberto M Lago P Murao K Okita T Roggen D
Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing., 575-585.
08-10-2023
Lessons Learnt from Linear Text Segmentation: a Fair Comparison of Architectural and Sentence Encoding Strategies for Successful SegmentationGhinassi I Wang L Newell C Purver M
Recent Advances in Natural Language Processing 7 Sep 2023 - 9 Sep 2023., 408-418.
07-09-2023
A UAV Based Sound Acquisition System for Acoustic Monitoring of BirdsClayton M Wang L
2023 International Conference on Electrical, Electronics, Communication and Computers (ELEXCOM). vol. 00, 1-6.
27-08-2023
Data augmentation for speech separationAlex A Wang L Gastaldo P Cavallaro A
Speech Communication, Elsevier vol. 152
01-07-2023
Classifying hypertension mediated left ventricular hypertrophy phenotypes from the 12-lead electrocardiogram using machine learningNaderi H Ramirez J Van Duijvenboden S Ruiz Pujadas E Aung N Wang L Chahal CAA Lekadir K et al.
European Heart Journal - Cardiovascular Imaging, Oxford University Press (OUP) vol. 24 (Supplement_1)
19-06-2023
Multimodal Topic Segmentation of Podcast Shows with Pre-trained Neural EncodersGhinassi I Wang L Newell C Purver M
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval., 602-606.
12-06-2023
Predicting left ventricular hypertrophy from the 12-lead electrocardiogram in the UK Biobank imaging study using machine learningMunroe P
European Heart Journal – Digital Health, Oxford University Press
01-06-2023
An embedded multichannel sound acquisition system for drone auditionClayton M Wang L Mcpherson A Cavallaro A
IEEE Sensors Journal, Institute of Electrical and Electronics Engineers
10-05-2023
Deep learning models for single-channel speech enhancement on dronesMukhutdinov D Alex A Cavallaro A Wang L
IEEE Access, Institute of Electrical and Electronics Engineers, 1-1.
06-03-2023
Mutual Cross-Attention in Dyadic Fusion Networks for Audio-Video Emotion RecognitionLuo J Phan H Wang L Reiss J
2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). vol. 00, 1-7.
13-01-2023
2022
Deep learning assisted sound source localization from a flying droneWang L Cavallaro A
IEEE Sensors Journal vol. PP (99), 1-1.
23-09-2022
Sound source localization and enhancement in 3D space from a flying droneWang L Cavallaro A
Quiet Drones 2022 27 Jun 2022 - 29 Jun 2022.
27-06-2022
Adversarial Learning in Accelerometer Based Transportation and Locomotion Mode RecognitionGünthermann L Wang L Simpson I Philippides A Roggen D
In Generative Adversarial Learning: Architectures and Applications, Springer
01-03-2022
2021
Three-Year Review of the 2018–2020 SHL Challenge on Transportation and Locomotion Mode Recognition From Mobile SensorsWang L Gjoreski H Ciliberto M Lago P Murao K Okita T Roggen D
Frontiers in Computer Science, Frontiers Media Sa vol. 3
21-09-2021
Locomotion and Transportation Mode Recognition from GPS and Radio Signals: Summary of SHL Challenge 2021Wang L Ciliberto M Gjoreski H Lago P Murao K Okita T Roggen D
Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers., 412-422.
21-09-2021
2020
Deep learning assisted time-frequency processing for speech enhancement on dronesWang L Cavallaro A
IEEE Transactions on Emerging Topics in Computational Intelligence, Institute of Electrical and Electronics Engineers
24-08-2020
A blind source separation framework for ego-noise reduction on multi-rotor dronesWang L Cavallaro A
IEEE/Acm Transactions on Audio Speech and Language Processing vol. 28, 2523-2537.
07-08-2020
Transportation mode recognition fusing wearable motion, sound and vision sensorsRichoz S Wang L Birch P Roggen D
IEEE Sensors Journal, Institute of Electrical and Electronics Engineers (IEEE), 1-1.
13-04-2020
2019
Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2019Wang L Gjoreski H Ciliberto M Lago P Murao K Okita T Roggen D
UbiComp/ISWC '19 London 9 Sep 2019 - 13 Sep 2019.
10-09-2019
Benchmark Performance for the Sussex-Huawei Locomotion and Transportation Recognition Challenge 2018Wang L Gjoreski H Ciliberto M Mekki S Valentin S Roggen D
In Human Activity Sensing, Springer 153-170.
10-09-2019
Drinking Gesture Recognition from Poorly Annotated Data: A Case StudyCiliberto M Wang L Roggen D Zillmer R
In Human Activity Sensing, Springer 71-89.
10-09-2019
Enabling reproducible research in sensor-based transportation mode recognition with the Sussex-Huawei datasetWANG L Hristijan G Mathias C Sami M Stefan V Daniel R
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE)
03-01-2019
2018
The University of Sussex-Huawei Locomotion and Transportation Dataset for Multimodal Analytics With Mobile DeviceGjoreski H Ciliberto M WANG L Ordonez Morales FJ Mekki S Valentin S Roggen D
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 6, 42592-42604.
23-07-2018
Acoustic Sensing From a Multi-Rotor DroneWANG L CAVALLARO A
IEEE Sensors Journal, Institute of Electrical and Electronics Engineers
11-04-2018
Pseudo-determined blind source separation for ad-hoc microphone networksWANG L CAVALLARO A
IEEE/Acm Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers
07-02-2018
2017
Multi-Modal Localization and Enhancement of Multiple Sound Sources from a Micro Aerial VehicleSanchez-Matilla R Wang L Cavallaro A
Proceedings of the 25th ACM international conference on Multimedia., 1591-1599.
23-10-2017
Time-frequency processing for sound source localization from a micro aerial vehicleWANG L cavallaro A
42th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017) New Orleans, USA 5 Mar 2017 - 10 Mar 2017.
19-06-2017
Microphone-array ego-noise reduction algorithms for auditory micro aerial vehiclesWANG L cavallaro A
IEEE Sensors Journal, Institute of Electrical and Electronics Engineers
14-02-2017
2016
An Iterative Approach to Source Counting and Localization Using Two Distant MicrophonesWang L Hon TK Reiss JD Cavallaro A
IEEE/Acm Transactions on Audio Speech and Language Processing vol. 24 (6), 1079-1093.
01-06-2016
Over-Determined Source Separation and Localization Using Distributed MicrophonesWANG L Reiss J cavallaro A
IEEE/Acm Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE)
25-05-2016
Correlation maximization-based sampling rate offset estimation for distributed microphone arraysWang L Doclo S
IEEE/Acm Transactions on Audio Speech and Language Processing, IEEE vol. 24 (3), 571-582.
12-01-2016
2015
Self-Localization of Ad-Hoc Arrays Using Time Difference of ArrivalsWang L Hon T-K Reiss JD Cavallaro A
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 64 (4), 1018-1033.
05-11-2015
Fine Landmark-Based Synchronization of Ad-Hoc Microphone ArraysHon T-K Wang L Reiss JD Cavallaro A
2015 23rd European Signal Processing Conference (EUSIPCO)., 1331-1335.
01-08-2015
Noise Power Spectral Density Estimation Using MaxNSR Blocking MatrixWang L Gerkmann T Doclo S
IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers vol. 23 (9), 1493-1508.
01-06-2015
Audio Fingerprinting for Multi-Device Self-LocalisationHon TK Wang L Reiss JD Cavallaro A
IEEE Transactions on Audio, Speech and Language Processing vol. 23, 1623-1636.
01-01-2015
2014
A Novel Hierarchical Decomposition Vector Quantization Method for High-Order LPC ParametersWang L Chen Z Yin F
IEEE Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 23 (1), 212-221.
09-12-2014
Multi-band multi-centroid clustering based permutation alignment for frequency-domain blind speech separationWang L
Digital Signal Processing, Elsevier vol. 31, 79-92.
01-08-2014
2012
IMPROVED NOISE ESTIMATION FOR THE BINAURAL MWF WITH INSTANTANEOUS ITF PRESERVATIONMarquardt D Wang L Hohmann V Doclo S
2012 PROCEEDINGS OF THE 20TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)., 300-304.
01-01-2012
2011
An Improved Floating-to-Fixed-Point Conversion Scheme for DCT Quantization AlgorithmWang L Yin F Chen Z
Journal of Signal Processing Systems, Springer Nature vol. 66 (2), 135-139.
17-05-2011
TARGET SPEECH EXTRACTION IN COCKTAIL PARTY BY COMBINING BEAMFORMING AND BLIND SOURCE SEPARATIONWang L Ding H Yin F
Acoustics Australia vol. 39 (2), 64-68.
01-01-2011
2010
An Improved Method of Permutation Correction in Convolutive Blind Source SeparationWang L Ding H Yin F
Archives of Acoustics, Polish Academy of Sciences Chancellery vol. 35 (4), 493-504.
01-12-2010
A Stereo Crosstalk Cancellation System Based on the Common-Acoustical Pole/Zero ModelWang L Yin F Chen Z
Eurasip Journal on Advances in Signal Processing, Springer Nature vol. 2010 (1)
11-08-2010
A Region-Growing Permutation Alignment Approach in Frequency-Domain Blind Source Separation of Speech MixturesWang L Ding H Yin F
IEEE Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 19 (3), 549-557.
12-07-2010
Combining Superdirective Beamforming and Frequency-Domain Blind Source Separation for Highly Reverberant SignalsWang L Ding H Yin F
Eurasip Journal on Audio, Speech, and Music Processing, Springer Nature vol. 2010 (1)
01-01-2010
2009
A hybrid compression method for head-related transfer functionsWang L Yin F Chen Z
Applied Acoustics, Elsevier vol. 70 (9), 1212-1218.
01-09-2009
2008
HRTF compression via principal components analysis and vector quantizationWang L Yin F Chen Z
Ieice Electronics Express, Institute of Electronics, Information and Communications Engineers (Ieice) vol. 5 (9)
01-01-2008
Ear in the sky: Ego noise reduction for auditory micro aerial vehiclesWANG L cavallaro A
IEEE Advanced Video and Signal-based Surveillance (AVSS) 2016 Colorado Springs, USA 23 Aug 2016 - 26 Aug 2016.
Tracking a moving sound source from a multi-rotor droneWANG L Sanchez-Matilla R CAVALLARO A
IEEE/RSJ International Conference on Intelligent Robots and Systems Madrid, Spain 1 Oct 2018 - 5 Oct 2018.
Benchmarking the SHL Recognition Challenge with classical and deep-learning pipelinesWANG L Gjoreski H Ciliberto M Mekki S Valentin S Roggen D
Ubicomp 2018 Singapore 8 Oct 2018 - 12 Oct 2018., 1626-1635.
Summary of the Sussex-Huawei Locomotion-Transportation Recognition ChallengeWANG L Gjoreski H Murao K Okita T Roggen D
Ubicomp 2018 Singapore 8 Oct 2018 - 12 Oct 2018., 1521-1530.
A case study for human gestures recognition from poorly annotated dataCiliberto M WANG L Roggen D Zillmer R
Ubicomp 2018 Singapore 8 Oct 2018 - 12 Oct 2018., 1434-1443.
Sound-based transportation mode recognition with smartphonesWANG L Roggen D
ICASSP 2019 Brighton, UK 12 May 2019 - 17 May 2019.
Human and machine recognition of transportation modes from body-worn camera imagesRichoz S Ciliberto M WANG L Birch P Gjoreski H Perez-Uribe A Roggen D
International Conference on Activity and Behavior Computing Spokane, USA 30 May 2019 - 2 Jun 2019.
Audio-visual sensing from a quadcopter: dataset and baselines for source localization and sound enhancementWang L Sanchez-Matilla R Cavallaro A
IEEE/RSJ International Conference on Intelligent Robots and Systems Macau, China 4 Nov 2019 - 8 Nov 2019.
Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2020Wang L Gjoreski H Ciliberto M Lago P Murao K Okita T Roggen D
UbiComp/ISWC '20 12 Sep 2020 - 17 Sep 2020., 351-358.
Mixup Augmentation for Generalizable Speech SeparationAlex A Wang L Gastaldo P Cavallaro A
IEEE 23rd International Workshop on Multimedia Signal Processing 6 Oct 2021 - 8 Oct 2021.
Diagnostic and prognostic value of ECG-predicted hypertension-mediated left ventricular hypertrophy using machine learningNaderi H Ramírez J van Duijvenboden S Pujadas ER Aung N Wang L Chamling B Dörr M et al.
In Medrxiv
Grants
Grants of specific relevance to the Centre for Multimodal AIFine-grained music source separation with deep-learning modelsLin Wang and Mark Sandler
£48,144 Innovate UK
01-04-2024 - 31-03-2025
Bioacoustic monitoring using dronesLin Wang and Axel Rossberg
£46,821 EPSRC Engineering and Physical Sciences Research Council
01-04-2022 - 31-07-2023
Research Group
PhD Students
- Yazhou Li
Virtual Placement of Objects in Acoustic Scenes - Yuhan Liu
C4DM - Jiachen Luo
Unimodal and Bimodal Speech Emotion Recognition in Conversations - Dmitrii Mukhutdinov
Speech Processing in The Presence of Strong Noise With Harmonic Components - Jincheng Zhang
Controllable Music Generation Using Deep Learning
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