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 AI2026
Neural Regularization for Personal Sound ZonesAES International Conference on Audio for Virtual and Augmented Reality and Immersive Games.
05-07-2026
Sub-band Neural Interpolation of Binaural Room Impulse Responses for Personal Sound Zone ControlAES International Conference on Audio for Virtual and Augmented Reality and Immersive Games.
03-07-2026
MReactor: Offline Multiple Appropriate Facial Reaction Generation with Hierarchical Cognitive DisentanglementJiachen L Jiajun H Shuai S Wang L Huy P Joshua R Haijun L Bjoern S et al.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 3 Jun 2026 - 7 Jun 2026., 3354-3363.
01-06-2026
In situ aerial bioacoustic monitoring from extremely noisy drone recordingsWang L Clayton M Rossberg AG
Methods in Ecology and Evolution, Wiley
19-05-2026
Assessing Potential Data Sources for Landscape-scale Terrestrial Biodiversity IndicatorsBradfer-Lawrence T Harrison M Ashton-Butt A Bennett S Boyd RJ Browning E Buchanan G Fraser A et al.
Environmental Management, Springer Nature vol. 76 (6)
28-04-2026
BCAF: Bimodal connection attention fusion for robust emotion recognition from speech and textLuo J Phan H Wang L Reiss J
IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers (IEEE), 1-16.
01-01-2026
On the Consistency Between Subjective and Objective Evaluation for Speech Enhancement Under low-SNR Drone NoiseMukhutdinov D Alex A Cavallaro A Wang L
IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers (IEEE), 1-5.
01-01-2026
2025
A conditioned UNet for Music Source SeparationO'Hanlon K Woods B Wang L Sandler M
17th International Symposium on Computer Music Multidisciplinary Research London., 322-333.
03-11-2025
Summary of SHL Challenge 2025: Locomotion and Transportation Mode Recognition Using Foundation ModelsWang L Ciliberto M Gjoreski H Lago P Murao K Okita T Roggen D
Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing., 1074-1081.
12-10-2025
Foundation Models to Tackle Activity Recognition in Unknown Domain: Sussex-Huawei Locomotion Challenge 2025 Task 2Okita T Ukita K Miyazaki A Kubota D Ota J Kagiyama N Nishikawa A Nagayasu D et al.
Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing., 983-991.
12-10-2025
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
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
When Cohesion Lies in the Embedding Space: Embedding-Based Reference-Free Metrics for Topic SegmentationGhinassi I Wang L Newell C Purver M
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)., 17525-17536.
01-05-2024
Recent Trends in Linear Text Segmentation: A SurveyGhinassi I Wang L Newell C Purver M
Findings of the Association for Computational Linguistics: EMNLP 2024., 3084-3095.
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 vol. 14 (12), 3068-3082.
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
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, 102949-102949.
01-07-2023
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 learningNaderi H Ramírez J van Duijvenboden S Pujadas ER Aung N Wang L Anwar Ahmed Chahal C Lekadir K et al.
European Heart Journal - Digital Health, Oxford University Press (OUP) vol. 4 (4), 316-324.
01-06-2023
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
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 (IEEE) vol. 23 (12), 13377-13386.
15-01-2023
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
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
Proceedings of the Conference Recent Advances in Natural Language Processing - Large Language Models for Natural Language Processings., 408-418.
01-01-2023
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 Nature 205-232.
01-01-2022
2021
Mixup Augmentation for Generalizable Speech SeparationAlex A Wang L Gastaldo P Cavallaro A
2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP). vol. 00, 1-6.
08-10-2021
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
Summary of the sussex-huawei locomotion-transportation recognition challenge 2020Wang L Gjoreski H Ciliberto M Lago P Murao K Okita T Roggen D
Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers., 351-358.
10-09-2020
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 (IEEE) vol. 5 (6), 871-881.
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
Audio-visual sensing from a quadcopter: dataset and baselines for source localization and sound enhancementWang L Sanchez-Matilla R Cavallaro A
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)., 5320-5325.
28-01-2020
2019
Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2019Wang L Gjoreski H Ciliberto M Lago P Murao K Okita T Roggen D
Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers., 849-856.
09-09-2019
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
2019 Joint 8th International Conference on Informatics, Electronics & Vision (ICIEV) and 2019 3rd International Conference on Imaging, Vision & Pattern Recognition (icIVPR). vol. 00, 67-72.
30-05-2019
Sound-based Transportation Mode Recognition with SmartphonesWang L Roggen D
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 930-934.
17-05-2019
Enabling Reproducible Research in Sensor-Based Transportation Mode Recognition With the Sussex-Huawei DatasetWang L Gjoreski H Ciliberto M Mekki S Valentin S Roggen D
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 7, 10870-10891.
01-01-2019
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 Nature 153-170.
01-01-2019
Drinking Gesture Recognition from Poorly Annotated Data: A Case StudyCiliberto M Wang L Roggen D Zillmer R
In Human Activity Sensing, Springer Nature 71-89.
01-01-2019
2018
A Case Study for Human Gesture Recognition from Poorly Annotated DataCiliberto M Wang L Roggen D Zillmer R
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers., 1434-1443.
08-10-2018
Benchmarking the SHL Recognition Challenge with Classical and Deep-Learning PipelinesWang L Gjoreski H Ciliberto M Mekki S Valentin S Roggen D
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers., 1626-1635.
08-10-2018
Tracking a moving sound source from a multi-rotor droneWang L Sanchez-Matilla R Cavallaro A
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). vol. 00, 2511-2516.
01-10-2018
Pseudo-Determined Blind Source Separation for Ad-hoc Microphone NetworksWang L Cavallaro A
IEEE Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 26 (5), 981-994.
15-03-2018
Acoustic Sensing From a Multi-Rotor DroneWang L Cavallaro A
IEEE Sensors Journal, Institute of Electrical and Electronics Engineers (IEEE) vol. 18 (11), 4570-4582.
01-01-2018
The University of Sussex-Huawei Locomotion and Transportation Dataset for Multimodal Analytics With Mobile DevicesGjoreski H Ciliberto M Wang L Morales FJO Mekki S Valentin S Roggen D
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 6, 42592-42604.
01-01-2018
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
Microphone-Array Ego-Noise Reduction Algorithms for Auditory Micro Aerial VehiclesWang L Cavallaro A
IEEE Sensors Journal, Institute of Electrical and Electronics Engineers (IEEE) vol. 17 (8), 2447-2455.
22-03-2017
Time-Frequency Processing for Sound Source Localization from a Micro Aerial VehicleWang L Cavallaro A
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 496-500.
01-03-2017
2016
Ear in the Sky: Ego-Noise Reduction for Auditory Micro Aerial VehiclesWang L Cavallaro A
2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 152-158.
01-08-2016
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 JD Cavallaro A
IEEE Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 24 (9), 1573-1588.
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
Audio Fingerprinting for Multi-Device Self-LocalizationHon T-K Wang L Reiss JD Cavallaro A
IEEE Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 23 (10), 1623-1636.
05-06-2015
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
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
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
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.
Grants
Grants of specific relevance to the Centre for Multimodal AI
Intelligent Urban Noise MonitoringLin Wang, Emmanouil Benetos and Andrea Cavallaro
£31,974 Engineering and Physical Sciences Research Council
01-06-2026 - 31-10-2026
Quantifying input for first and second language speech learningKathleen McCarthy and Lin Wang
£110,753 Economic and Social Research Council
01-01-2025 - 31-12-2028
Fine-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 - 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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