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Research

Publications: P Lin Wang

( 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)
( 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 . Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing . Conference: UbiComp '24: The 2024 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 . 2024 IEEE International Conference on Multimedia and Expo (ICME) . Conference: 2024 IEEE International Conference on Multimedia and Expo (ICME) from: 15/07/2024 to: 19/07/2024 , 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 . The Speaker and Language Recognition Workshop (Odyssey 2024) . Conference: The Speaker and Language Recognition Workshop (Odyssey 2024)260 - 265 .
( 2024 ) . Diagnostic and prognostic value of ECG-predicted hypertension-mediated left ventricular hypertrophy using machine learning .
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 . CoRR vol. abs/2411.16613 ,
Ghinassi I, Wang L, Newell C, Purver M ( 2024 ) . When Cohesion Lies in the Embedding Space: Embedding-Based Reference-Free Metrics for Topic Segmentation . LREC/COLING . 17525 - 17536 .
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 . 2023 7th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) . Conference: 2023 7th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) from: 26/10/2023 to: 28/10/2023 , 1 - 6 .
Wang L, Clayton M, Rossberg AG ( 2023 ) . Drone audition for bioacoustic monitoring . Methods in Ecology and Evolution vol. 14 , ( 12 ) 3068 - 3082 .
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 . Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing . Conference: UbiComp/ISWC '23: The 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing575 - 585 .
Luo J, Phan H, Wang L, Reiss J ( 2023 ) . Mutual Cross-Attention in Dyadic Fusion Networks for Audio-Video Emotion Recognition . 2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) . Conference: 2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) from: 10/09/2023 to: 13/09/2023 , 1 - 7 .
Clayton M, Wang L ( 2023 ) . A UAV Based Sound Acquisition System for Acoustic Monitoring of Birds . 2023 International Conference on Electrical, Electronics, Communication and Computers (ELEXCOM) . Conference: 2023 International Conference on Electrical, Electronics, Communication and Computers (ELEXCOM) from: 26/08/2023 to: 27/08/2023 , 1 - 6 .
Alex A, Wang L, Gastaldo P, Cavallaro A ( 2023 ) . Data augmentation for speech separation . Speech Communication vol. 152 , Article 102949 , 102949 - 102949 .
( 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 ) Article jead119.054 ,
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 .
Ghinassi I, Wang L, Newell C, Purver M ( 2023 ) . Multimodal Topic Segmentation of Podcast Shows with Pre-trained Neural Encoders . Proceedings of the 2023 ACM International Conference on Multimedia Retrieval . Conference: ICMR '23: International Conference on Multimedia Retrieval602 - 606 .
( 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 .
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 Comput. Sci. vol. 9 , e1593 - e1593 .
Mukhutdinov D, Alex A, Cavallaro A, Wang L ( 2023 ) . Deep Learning Models for Single-Channel Speech Enhancement on Drones . IEEE Access vol. 11 , 22993 - 23007 .
Li Y, Wang L, Reiss J ( 2023 ) . Impact of mismatched room acoustic modeling on transaural reproduction with loudspeaker arrays . AES New York 2023 155th Audio Engineering Society Convention .
Ghinassi I, Wang L, Newell C, Purver M ( 2023 ) . Lessons Learnt from Linear Text Segmentation: a Fair Comparison of Architectural and Sentence Encoding Strategies for Successful Segmentation . RANLP . 408 - 418 .
Wang L, Cavallaro A ( 2022 ) . Deep-Learning-Assisted Sound Source Localization From a Flying Drone . IEEE Sensors Journal vol. 22 , ( 21 ) 20828 - 20838 .
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 . Intelligent Systems Reference Library , Springer International Publishing
Wang L, Cavallaro A ( 2021 ) . Deep Learning Assisted Time-Frequency Processing for Speech Enhancement on Drones . IEEE Transactions on Emerging Topics in Computational Intelligence vol. 5 , ( 6 ) 871 - 881 .
Alex A, Wang L, Gastaldo P, Cavallaro A ( 2021 ) . Mixup Augmentation for Generalizable Speech Separation . 2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP) . Conference: 2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP) from: 06/10/2021 to: 08/10/2021 , 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 . 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 . Conference: UbiComp '21: The 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing412 - 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 , Article 713719 ,
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 . 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 . Conference: UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers351 - 358 .
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 ( 2019 ) . 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) from: 03/11/2019 to: 08/11/2019 ,
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 . Springer Series in Adaptive Environments , Springer International Publishing
Ciliberto M, Wang L, Roggen D, Zillmer R ( 2019 ) . Drinking Gesture Recognition from Poorly Annotated Data: A Case Study . Springer Series in Adaptive Environments , Springer International Publishing
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 . 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 . Conference: UbiComp '19: The 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing849 - 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 . 2019 Joint 8th International Conference on Informatics, Electronics & Vision (ICIEV) and 2019 3rd International Conference on Imaging, Vision & Pattern Recognition (icIVPR) . Conference: 2019 Joint 8th International Conference on Informatics, Electronics & Vision (ICIEV) and 2019 3rd International Conference on Imaging, Vision & Pattern Recognition (icIVPR) from: 30/05/2019 to: 02/06/2019 , 67 - 72 .
Wang L, Roggen D ( 2019 ) . Sound-based Transportation Mode Recognition with Smartphones . ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) . Conference: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) from: 12/05/2019 to: 17/05/2019 , 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 . Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers . Conference: UbiComp '18: The 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing1434 - 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 . Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers . Conference: UbiComp '18: The 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing1626 - 1635 .
Wang L, Sanchez-Matilla R, Cavallaro A ( 2018 ) . Tracking a moving sound source from a multi-rotor drone . 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) . Conference: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) from: 01/10/2018 to: 05/10/2018 , 2511 - 2516 .
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/ACM Transactions on Audio, Speech, and Language Processing vol. 26 , ( 5 ) 981 - 994 .
Gjoreski H, Ciliberto M, Wang L, Ordonez Morales FJ, 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 .
Sanchez-Matilla R, Wang L, Cavallaro A ( 2017 ) . Multi-Modal Localization and Enhancement of Multiple Sound Sources from a Micro Aerial Vehicle . Proceedings of the 25th ACM international conference on Multimedia . Conference: MM '17: ACM Multimedia Conference1591 - 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 . 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) . Conference: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) from: 05/03/2017 to: 09/03/2017 , 496 - 500 .
Wang L, Reiss JD, Cavallaro A ( 2016 ) . Over-Determined Source Separation and Localization Using Distributed Microphones . IEEE/ACM Transactions on Audio, Speech, and Language Processing vol. 24 , ( 9 ) 1573 - 1588 .
Wang L, Cavallaro A ( 2016 ) . Ear in the sky: Ego-noise reduction for auditory micro aerial vehicles . 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) . Conference: 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) from: 23/08/2016 to: 26/08/2016 ,
Wang L, Hon T-K, 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, 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 ( 2016 ) . 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 ) . Audio Fingerprinting for Multi-Device Self-Localization . IEEE/ACM 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/ACM Transactions on Audio, Speech, and Language Processing vol. 23 , ( 9 ) 1493 - 1508 .
Hon T-K, Wang L, Reiss JD, Cavallaro A ( 2015 ) . Fine landmark-based synchronization of ad-hoc microphone arrays . 2015 23rd European Signal Processing Conference (EUSIPCO) . Conference: 2015 23rd European Signal Processing Conference (EUSIPCO) from: 31/08/2015 to: 04/09/2015 , 1331 - 1335 .
Wang L ( 2014 ) . Multi-band multi-centroid clustering based permutation alignment for frequency-domain blind speech separation . Digital Signal Processing vol. 31 , 79 - 92 .
Wang L, Chen Z, Yin F ( 2014 ) . A novel hierarchical decomposition vector quantization method for high-order LPC parameters . IEEE/ACM Transactions on Audio, Speech, and Language Processing1 - 1 .
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 ) . 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 ( 2011 ) . TARGET SPEECH EXTRACTION IN COCKTAIL PARTY BY COMBINING BEAMFORMING AND BLIND SOURCE SEPARATION . ACOUSTICS AUSTRALIA vol. 39 , ( 2 ) 64 - 68 .
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 ) Article 719197 ,
Wang L, Ding H, Yin F ( 2010 ) . An Improved Method of Permutation Correction in Convolutive Blind Source Separation . Archives of Acoustics vol. 35 , ( 4 )
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 - 13 .
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 ) 321 - 325 .
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 .