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  1. Queen Mary University of London
  2. Research
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Publications: DR Lin Wang

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Okita T, Ukita K, Miyazaki A, Kubota D, Ota J, Kagiyama N, Nishikawa A, Nagayasu D et al. ( 2025 ) . Foundation Models to Tackle Activity Recognition in Unknown Domain: Sussex-Huawei Locomotion Challenge 2025 Task 2 . Conference: Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing983 - 991 .
Wang L, Ciliberto M, Gjoreski H, Lago P, Murao K, Okita T, Roggen D ( 2025 ) . Summary of SHL Challenge 2025: Locomotion and Transportation Mode Recognition Using Foundation Models . Conference: Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing1074 - 1081 .
O'Hanlon K, Woods B, Wang L, Sandler M ( 2025 ) . A conditioned UNet for Music Source Separation . Conference: 17th International Symposium on Computer Music Multidisciplinary Research ( London ) 322 - 333 .
Naderi H, Ramírez J, Van Duijvenboden S, Pujadas ER, Aung N, Wang L, Chamling B, Dörr M et al. ( 2025 ) . Diagnostic and prognostic value of ECG-predicted hypertension-mediated left ventricular hypertrophy using machine learning . Journal of Hypertension vol. 43 , ( 8 ) 1327 - 1338 .
Li Y, Wang L, Reiss J ( 2025 ) . Binaural room impulse responses interpolation using physics-informed neural networks in three dimensions . Conference: 51st German Annual Conference on Acoustics (DAGA)
Ghinassi I, Wang L, Newell C, Purver M ( 2024 ) . Recent Trends in Linear Text Segmentation: a Survey .
Ghinassi I, Wang L, Newell C, Purver M ( 2024 ) . Recent Trends in Linear Text Segmentation: A Survey . Emnlp 2024 2024 Conference on Empirical Methods in Natural Language Processing Findings of Emnlp 2024 . Conference: Findings of the ACL: EMNLP 20243084 - 3095 .
Naderi H, Ramirez J, Van Duijvenboden S, Pujadas ER, Aung N, Wang L, Chamling B, Dorr M et al. ( 2024 ) . Diagnostic and prognostic value of ECG-predicted hypertension mediated left ventricular hypertrophy using machine learning . European Heart Journal . vol. 45 ,
Wang L, Ciliberto M, Gjoreski H, Lago P, Murao K, Okita T, Roggen D ( 2024 ) . Summary of SHL Challenge 2024: Motion Sensor-based Locomotion and Transportation Mode Recognition in Missing Data Scenarios . Conference: Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing555 - 562 .
Luo J, Phan H, Wang L, Reiss J ( 2024 ) . Enhanced Speech Emotion Recognition Incorporating Speaker-Sensitive Interactions in Conversations . Conference: 2024 IEEE International Conference on Multimedia and Expo (ICME) vol. 00 , 1 - 6 .
Chen M, Zhang H, Li Y, Luo J, Wu W, Ma Z, Bell P, Lai C et al. . 1st Place Solution to Odyssey Emotion Recognition Challenge Task1: Tackling Class Imbalance Problem . Conference: The Speaker and Language Recognition Workshop (Odyssey 2024)260 - 265 .
Ghinassi I, Wang L, Newell C, Purver M . When Cohesion Lies in the Embedding Space: Embedding-Based Reference-Free Metrics for Topic Segmentation . Conference: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)17525 - 17536 .
Ghinassi I, Wang L, Newell C, Purver M ( 2024 ) . Recent Trends in Linear Text Segmentation: A Survey .
Ghinassi I, Wang L, Newell C, Purver M ( 2023 ) . Comparing neural sentence encoders for topic segmentation across domains: not your typical text similarity task . PeerJ Computer Science vol. 9 ,
Wang L, Cavallaro A ( 2023 ) . Acoustic sensing form the sky . Acoustics Bulletin vol. 45 , 45 - 45 .
Clayton M, Wang L ( 2023 ) . UAV Bioacoustic Monitoring for Bird Survey . Conference: 2023 7th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) vol. 00 , 1 - 6 .
Wang L, Clayton M, Rossberg AG ( 2023 ) . Drone audition for bioacoustic monitoring . Methods in Ecology and Evolution vol. 14 , ( 12 ) 3068 - 3082 .
Li Y, Reiss J, Wang L ( 2023 ) . Impact of mismatched room acoustic modeling on transaural reproduction with loudspeaker arrays . Conference: AES convention from: 25/10/2023 to: 27/10/2023 ,
Wang L, Gjoreski H, Ciliberto M, Lago P, Murao K, Okita T, Roggen D ( 2023 ) . Summary of SHL Challenge 2023: Recognizing Locomotion and Transportation Mode from GPS and Motion Sensors . Conference: Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing575 - 585 .
Clayton M, Wang L ( 2023 ) . A UAV Based Sound Acquisition System for Acoustic Monitoring of Birds . Conference: 2023 International Conference on Electrical, Electronics, Communication and Computers (ELEXCOM) vol. 00 , 1 - 6 .
Alex A, Wang L, Gastaldo P, Cavallaro A ( 2023 ) . Data augmentation for speech separation . Speech Communication vol. 152 ,
Naderi H, Ramirez J, Van Duijvenboden S, Ruiz Pujadas E, Aung N, Wang L, Chahal CAA, Lekadir K et al. ( 2023 ) . Classifying hypertension mediated left ventricular hypertrophy phenotypes from the 12-lead electrocardiogram using machine learning . European Heart Journal - Cardiovascular Imaging vol. 24 , ( Supplement_1 )
Ghinassi I, Wang L, Newell C, Purver M ( 2023 ) . Multimodal Topic Segmentation of Podcast Shows with Pre-trained Neural Encoders . Conference: Proceedings of the 2023 ACM International Conference on Multimedia Retrieval602 - 606 .
Naderi H, Ramírez J, van Duijvenboden S, Pujadas ER, Aung N, Wang L, Anwar Ahmed Chahal C, Lekadir K et al. ( 2023 ) . Predicting left ventricular hypertrophy from the 12-lead electrocardiogram in the UK Biobank imaging study using machine learning . European Heart Journal - Digital Health vol. 4 , ( 4 ) 316 - 324 .
Clayton M, Wang L, McPherson A, Cavallaro A ( 2023 ) . An Embedded Multichannel Sound Acquisition System for Drone Audition . IEEE Sensors Journal vol. 23 , ( 12 ) 13377 - 13386 .
Mukhutdinov D, Alex A, Cavallaro A, Wang L ( 2023 ) . Deep learning models for single-channel speech enhancement on drones . IEEE Access1 - 1 .
Luo J, Phan H, Wang L, Reiss J ( 2023 ) . Mutual Cross-Attention in Dyadic Fusion Networks for Audio-Video Emotion Recognition . Conference: 2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) vol. 00 , 1 - 7 .
Ghinassi I, Wang L, Newell C, Purver M . Lessons Learnt from Linear Text Segmentation: a Fair Comparison of Architectural and Sentence Encoding Strategies for Successful Segmentation . Conference: Proceedings of the Conference Recent Advances in Natural Language Processing - Large Language Models for Natural Language Processings408 - 418 .
Wang L, Cavallaro A ( 2022 ) . Deep learning assisted sound source localization from a flying drone . IEEE Sensors Journal vol. PP , ( 99 ) 1 - 1 .
Wang L, Cavallaro A ( 2022 ) . Sound source localization and enhancement in 3D space from a flying drone . Conference: Quiet Drones 2022 from: 29/06/2022 to: 27/06/2022 ,
Günthermann L, Wang L, Simpson I, Philippides A, Roggen D ( 2022 ) . Adversarial Learning in Accelerometer Based Transportation and Locomotion Mode Recognition . Generative Adversarial Learning: Architectures and Applications , vol. 217 , Springer Nature
Alex A, Wang L, Gastaldo P, Cavallaro A ( 2021 ) . Mixup Augmentation for Generalizable Speech Separation . Conference: 2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP) vol. 00 , 1 - 6 .
Wang L, Ciliberto M, Gjoreski H, Lago P, Murao K, Okita T, Roggen D ( 2021 ) . Locomotion and Transportation Mode Recognition from GPS and Radio Signals: Summary of SHL Challenge 2021 . Conference: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers412 - 422 .
Wang L, Gjoreski H, Ciliberto M, Lago P, Murao K, Okita T, Roggen D ( 2021 ) . Three-Year Review of the 2018–2020 SHL Challenge on Transportation and Locomotion Mode Recognition From Mobile Sensors . Frontiers in Computer Science vol. 3 ,
Wang L, Gjoreski H, Ciliberto M, Lago P, Murao K, Okita T, Roggen D ( 2020 ) . Summary of the sussex-huawei locomotion-transportation recognition challenge 2020 . Conference: Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers351 - 358 .
Wang L, Cavallaro A ( 2020 ) . Deep Learning Assisted Time-Frequency Processing for Speech Enhancement on Drones . IEEE Transactions on Emerging Topics in Computational Intelligence vol. 5 , ( 6 ) 871 - 881 .
Wang L, Cavallaro A ( 2020 ) . A blind source separation framework for ego-noise reduction on multi-rotor drones . IEEE/ACM Transactions on Audio Speech and Language Processing vol. 28 , 2523 - 2537 .
Richoz S, Wang L, Birch P, Roggen D ( 2020 ) . Transportation mode recognition fusing wearable motion, sound and vision sensors . IEEE Sensors Journal1 - 1 .
Wang L, Sanchez-Matilla R, Cavallaro A . Audio-visual sensing from a quadcopter: dataset and baselines for source localization and sound enhancement . 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) . Conference: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)5320 - 5325 .
Wang L, Gjoreski H, Ciliberto M, Mekki S, Valentin S, Roggen D ( 2019 ) . Benchmark Performance for the Sussex-Huawei Locomotion and Transportation Recognition Challenge 2018 . Human Activity Sensing , Springer Nature
Ciliberto M, Wang L, Roggen D, Zillmer R ( 2019 ) . Drinking Gesture Recognition from Poorly Annotated Data: A Case Study . Human Activity Sensing , Springer Nature
Wang L, Gjoreski H, Ciliberto M, Lago P, Murao K, Okita T, Roggen D ( 2019 ) . Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2019 . Conference: Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers849 - 856 .
Richoz S, Ciliberto M, Wang L, Birch P, Gjoreski H, Perez-Uribe A, Roggen D ( 2019 ) . Human and Machine Recognition of Transportation Modes from Body-Worn Camera Images . Conference: 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 .
Wang L, Roggen D ( 2019 ) . Sound-based Transportation Mode Recognition with Smartphones . Conference: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) vol. 00 , 930 - 934 .
Wang L, Gjoreski H, Ciliberto M, Mekki S, Valentin S, Roggen D ( 2019 ) . Enabling Reproducible Research in Sensor-Based Transportation Mode Recognition With the Sussex-Huawei Dataset . IEEE Access vol. 7 , 10870 - 10891 .
Ciliberto M, Wang L, Roggen D, Zillmer R ( 2018 ) . A Case Study for Human Gesture Recognition from Poorly Annotated Data . Conference: Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers1434 - 1443 .
Wang L, Gjoreski H, Ciliberto M, Mekki S, Valentin S, Roggen D ( 2018 ) . Benchmarking the SHL Recognition Challenge with Classical and Deep-Learning Pipelines . Conference: Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers1626 - 1635 .
Wang L, Sanchez-Matilla R, Cavallaro A ( 2018 ) . Tracking a moving sound source from a multi-rotor drone . Conference: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) vol. 00 , 2511 - 2516 .
Gjoreski H, Ciliberto M, Wang L, Morales FJO, Mekki S, Valentin S, Roggen D ( 2018 ) . The University of Sussex-Huawei Locomotion and Transportation Dataset for Multimodal Analytics With Mobile Devices . IEEE Access vol. 6 , 42592 - 42604 .
Wang L, Cavallaro A ( 2018 ) . Acoustic Sensing From a Multi-Rotor Drone . IEEE Sensors Journal vol. 18 , ( 11 ) 4570 - 4582 .
Wang L, Cavallaro A ( 2018 ) . Pseudo-Determined Blind Source Separation for Ad-hoc Microphone Networks . IEEE Transactions on Audio Speech and Language Processing vol. 26 , ( 5 ) 981 - 994 .
Sanchez-Matilla R, Wang L, Cavallaro A ( 2017 ) . Multi-Modal Localization and Enhancement of Multiple Sound Sources from a Micro Aerial Vehicle . Conference: Proceedings of the 25th ACM international conference on Multimedia1591 - 1599 .
Wang L, Cavallaro A ( 2017 ) . Microphone-Array Ego-Noise Reduction Algorithms for Auditory Micro Aerial Vehicles . IEEE Sensors Journal vol. 17 , ( 8 ) 2447 - 2455 .
Wang L, Cavallaro A ( 2017 ) . Time-Frequency Processing for Sound Source Localization from a Micro Aerial Vehicle . Conference: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)496 - 500 .
Wang L, Cavallaro A ( 2016 ) . Ear in the Sky: Ego-Noise Reduction for Auditory Micro Aerial Vehicles . Conference: 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)152 - 158 .
Wang L, Hon TK, Reiss JD, Cavallaro A ( 2016 ) . An Iterative Approach to Source Counting and Localization Using Two Distant Microphones . IEEE/ACM Transactions on Audio Speech and Language Processing vol. 24 , ( 6 ) 1079 - 1093 .
Wang L, Reiss JD, Cavallaro A ( 2016 ) . Over-Determined Source Separation and Localization Using Distributed Microphones . IEEE Transactions on Audio Speech and Language Processing vol. 24 , ( 9 ) 1573 - 1588 .
Wang L, Doclo S ( 2016 ) . Correlation maximization-based sampling rate offset estimation for distributed microphone arrays . IEEE/ACM Transactions on Audio Speech and Language Processing vol. 24 , ( 3 ) 571 - 582 .
Wang L, Hon T-K, Reiss JD, Cavallaro A ( 2015 ) . Self-Localization of Ad-Hoc Arrays Using Time Difference of Arrivals . IEEE Transactions on Signal Processing vol. 64 , ( 4 ) 1018 - 1033 .
Hon T-K, Wang L, Reiss JD, Cavallaro A ( 2015 ) . Fine Landmark-Based Synchronization of Ad-Hoc Microphone Arrays . Conference: 2015 23rd European Signal Processing Conference (EUSIPCO)1331 - 1335 .
Hon T-K, Wang L, Reiss JD, Cavallaro A ( 2015 ) . Audio Fingerprinting for Multi-Device Self-Localization . IEEE Transactions on Audio Speech and Language Processing vol. 23 , ( 10 ) 1623 - 1636 .
Wang L, Gerkmann T, Doclo S ( 2015 ) . Noise Power Spectral Density Estimation Using MaxNSR Blocking Matrix . IEEE Transactions on Audio, Speech and Language Processing vol. 23 , ( 9 ) 1493 - 1508 .
Wang L, Chen Z, Yin F ( 2014 ) . A Novel Hierarchical Decomposition Vector Quantization Method for High-Order LPC Parameters . IEEE Transactions on Audio Speech and Language Processing vol. 23 , ( 1 ) 212 - 221 .
Wang L ( 2014 ) . Multi-band multi-centroid clustering based permutation alignment for frequency-domain blind speech separation . Digital Signal Processing vol. 31 , 79 - 92 .
Marquardt D, Wang L, Hohmann V, Doclo S ( 2012 ) . IMPROVED NOISE ESTIMATION FOR THE BINAURAL MWF WITH INSTANTANEOUS ITF PRESERVATION . 2012 PROCEEDINGS OF THE 20TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO) . 300 - 304 .
Wang L, Yin F, Chen Z ( 2011 ) . An Improved Floating-to-Fixed-Point Conversion Scheme for DCT Quantization Algorithm . Journal of Signal Processing Systems vol. 66 , ( 2 ) 135 - 139 .
Wang L, Ding H, Yin F ( 2011 ) . TARGET SPEECH EXTRACTION IN COCKTAIL PARTY BY COMBINING BEAMFORMING AND BLIND SOURCE SEPARATION . ACOUSTICS AUSTRALIA vol. 39 , ( 2 ) 64 - 68 .
Wang L, Ding H, Yin F ( 2010 ) . An Improved Method of Permutation Correction in Convolutive Blind Source Separation . Archives of Acoustics vol. 35 , ( 4 ) 493 - 504 .
Wang L, Yin F, Chen Z ( 2010 ) . A Stereo Crosstalk Cancellation System Based on the Common-Acoustical Pole/Zero Model . EURASIP Journal on Advances in Signal Processing vol. 2010 , ( 1 )
Wang L, Ding H, Yin F ( 2010 ) . A Region-Growing Permutation Alignment Approach in Frequency-Domain Blind Source Separation of Speech Mixtures . IEEE Transactions on Audio Speech and Language Processing vol. 19 , ( 3 ) 549 - 557 .
Wang L, Ding H, Yin F ( 2010 ) . Combining Superdirective Beamforming and Frequency-Domain Blind Source Separation for Highly Reverberant Signals . EURASIP Journal on Audio, Speech, and Music Processing vol. 2010 , ( 1 )
Wang L, Yin F, Chen Z ( 2009 ) . A hybrid compression method for head-related transfer functions . Applied Acoustics vol. 70 , ( 9 ) 1212 - 1218 .
Wang L, Yin F, Chen Z ( 2008 ) . HRTF compression via principal components analysis and vector quantization . IEICE Electronics Express vol. 5 , ( 9 )
Naderi H, Ramírez J, van Duijvenboden S, Pujadas ER, Aung N, Wang L, Chamling B, Dörr M et al. . Diagnostic and prognostic value of ECG-predicted hypertension-mediated left ventricular hypertrophy using machine learning .
WANG L, Gjoreski H, Murao K, Okita T, Roggen D . Summary of the Sussex-Huawei Locomotion-Transportation Recognition Challenge . Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers . Conference: Ubicomp 2018 ( Singapore ) from: 08/10/2018 to: 12/10/2018 , 1521 - 1530 .
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