Dr Lin Wang

Research

Machine listening, Audio-visual signal processing, Machine learning, Robotic perception

Publications

Publications of specific relevance to the Centre for Multimodal AI

2024

Diagnostic and prognostic value of ECG-predicted hypertension mediated left ventricular hypertrophy using machine learning
Naderi H, Ramirez J, Van Duijvenboden S, Pujadas ER, Aung N, Wang L, Chamling B, Dorr M, Markus MRP, Lekadir K, Petersen SE and Munroe PB
European Heart Journal. vol. 45 (Supplement_1) 

DOI 10.1093/eurheartj/ehae666.2524

QMRO

28-10-2024

Summary of SHL Challenge 2024: Motion Sensor-based Locomotion and Transportation Mode Recognition in Missing Data Scenarios
Wang L, Ciliberto M, Gjoreski H, Lago P, Murao K, Okita T and Roggen D
Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing., 555-562.  

DOI 10.1145/3675094.3678456

05-10-2024

Enhanced Speech Emotion Recognition Incorporating Speaker-Sensitive Interactions in Conversations
Luo J, Phan H, Wang L and Reiss J
2024 IEEE International Conference on Multimedia and Expo (ICME). vol. 00, 1-6.  

DOI 10.1109/icme57554.2024.10687895

QMRO

19-07-2024

1st Place Solution to Odyssey Emotion Recognition Challenge Task1: Tackling Class Imbalance Problem
Chen M, Zhang H, Li Y, Luo J, Wu W, Ma Z, Bell P, Lai C, Reiss JD, Wang L, Woodland PC, Chen X, Phan H and Hain T
The Speaker and Language Recognition Workshop (Odyssey 2024)., 260-265.  

DOI 10.21437/odyssey.2024-37

18-06-2024

Recent Trends in Linear Text Segmentation: A Survey
Ghinassi I, Wang L, Newell C and Purver M
Findings of the Association for Computational Linguistics: EMNLP 2024., 3084-3095.  

DOI 10.18653/v1/2024.findings-emnlp.174

01-01-2024

When Cohesion Lies in the Embedding Space: Embedding-Based Reference-Free Metrics for Topic Segmentation
Ghinassi I, Wang L, Newell C and 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 task
Ghinassi I, Wang L, Newell C and Purver M
Peerj Computer Science, Peerj vol. 9 

DOI 10.7717/peerj-cs.1593

QMRO

03-11-2023

Acoustic sensing form the sky
Wang L and Cavallaro A
Acoustics Bulletin, Institute of Acoustics vol. 45, 45-45.  
01-11-2023

UAV Bioacoustic Monitoring for Bird Survey
Clayton M and Wang L
2023 7th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT). vol. 00, 1-6.  

DOI 10.1109/ismsit58785.2023.10304937

28-10-2023

Drone audition for bioacoustic monitoring
Wang L, Clayton M and Rossberg AG
Methods in Ecology and Evolution, Wiley Open Access 

DOI 10.1111/2041-210X.14234

QMRO

25-10-2023

Impact of mismatched room acoustic modeling on transaural reproduction with loudspeaker arrays
Li Y, Reiss J and Wang L
AES convention 25 Oct 2023 - 27 Oct 2023. 

QMRO

25-10-2023

Summary of SHL Challenge 2023: Recognizing Locomotion and Transportation Mode from GPS and Motion Sensors
Wang L, Gjoreski H, Ciliberto M, Lago P, Murao K, Okita T and 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.  

DOI 10.1145/3594739.3610758

QMRO

08-10-2023

Lessons Learnt from Linear Text Segmentation: a Fair Comparison of Architectural and Sentence Encoding Strategies for Successful Segmentation
Ghinassi I, Wang L, Newell C and Purver M
Recent Advances in Natural Language Processing 7 Sep 2023 - 9 Sep 2023., 408-418.  

DOI 10.26615/978-954-452-092-2_046

QMRO

07-09-2023

A UAV Based Sound Acquisition System for Acoustic Monitoring of Birds
Clayton M and Wang L
2023 International Conference on Electrical, Electronics, Communication and Computers (ELEXCOM). vol. 00, 1-6.  

DOI 10.1109/elexcom58812.2023.10370498

27-08-2023

Data augmentation for speech separation
Alex A, Wang L, Gastaldo P and Cavallaro A
Speech Communication, Elsevier vol. 152 

DOI 10.1016/j.specom.2023.05.009

QMRO

01-07-2023

Classifying hypertension mediated left ventricular hypertrophy phenotypes from the 12-lead electrocardiogram using machine learning
Naderi H, Ramirez J, Van Duijvenboden S, Ruiz Pujadas E, Aung N, Wang L, Chahal CAA, Lekadir K, Petersen SE and Munroe PB
European Heart Journal - Cardiovascular Imaging, Oxford University Press (Oup) vol. 24 (Supplement_1) 

DOI 10.1093/ehjci/jead119.054

QMRO

19-06-2023

Multimodal Topic Segmentation of Podcast Shows with Pre-trained Neural Encoders
Ghinassi I, Wang L, Newell C and Purver M
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval., 602-606.  

DOI 10.1145/3591106.3592270

QMRO

12-06-2023

Predicting left ventricular hypertrophy from the 12-lead electrocardiogram in the UK Biobank imaging study using machine learning
Munroe P
European Heart Journal – Digital Health, Oxford University Press 

DOI 10.1093/ehjdh/ztad037

QMRO

01-06-2023

An embedded multichannel sound acquisition system for drone audition
Clayton M, Wang L, Mcpherson A and Cavallaro A
Ieee Sensors Journal, Institute of Electrical and Electronics Engineers 

DOI 10.1109/JSEN.2023.3273330

QMRO

10-05-2023

Deep learning models for single-channel speech enhancement on drones
Mukhutdinov D, Alex A, Cavallaro A and Wang L
Ieee Access, Institute of Electrical and Electronics Engineers, 1-1.  

DOI 10.1109/access.2023.3253719

QMRO

06-03-2023

Mutual Cross-Attention in Dyadic Fusion Networks for Audio-Video Emotion Recognition
Luo J, Phan H, Wang L and Reiss J
2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). vol. 00, 1-7.  

DOI 10.1109/aciiw59127.2023.10388147

13-01-2023

2022

Deep learning assisted sound source localization from a flying drone
Wang L and Cavallaro A
Ieee Sensors Journal vol. PP (99), 1-1.  

DOI 10.1109/jsen.2022.3207660

QMRO

23-09-2022

Sound source localization and enhancement in 3D space from a flying drone
Wang L and Cavallaro A
Quiet Drones 2022 27 Jun 2022 - 29 Jun 2022. 

QMRO

27-06-2022

Adversarial Learning in Accelerometer Based Transportation and Locomotion Mode Recognition
Günthermann L, Wang L, Simpson I, Philippides A and Roggen D
In Generative Adversarial Learning: Architectures and Applications, Springer 

DOI 10.1007/978-3-030-91390-8_10

QMRO

01-03-2022

2021

Mixup Augmentation for Generalizable Speech Separation
Alex A, Wang L, Gastaldo P and Cavallaro A
2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP). vol. 00, 1-6.  

DOI 10.1109/mmsp53017.2021.9733591

QMRO

08-10-2021

Three-Year Review of the 2018–2020 SHL Challenge on Transportation and Locomotion Mode Recognition From Mobile Sensors
Wang L, Gjoreski H, Ciliberto M, Lago P, Murao K, Okita T and Roggen D
Frontiers in Computer Science, Frontiers Media Sa vol. 3 

DOI 10.3389/fcomp.2021.713719

QMRO

21-09-2021

Locomotion and Transportation Mode Recognition from GPS and Radio Signals: Summary of SHL Challenge 2021
Wang L, Ciliberto M, Gjoreski H, Lago P, Murao K, Okita T and 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.  

DOI 10.1145/3460418.3479373

QMRO

21-09-2021

2020

Summary of the sussex-huawei locomotion-transportation recognition challenge 2020
Wang L, Gjoreski H, Ciliberto M, Lago P, Murao K, Okita T and 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.  

DOI 10.1145/3410530.3414341

QMRO

10-09-2020

Deep learning assisted time-frequency processing for speech enhancement on drones
Wang L and Cavallaro A
Ieee Transactions on Emerging Topics in Computational Intelligence, Institute of Electrical and Electronics Engineers 

DOI 10.1109/TETCI.2020.3014934

QMRO

24-08-2020

A blind source separation framework for ego-noise reduction on multi-rotor drones
Wang L and Cavallaro A
Ieee/Acm Transactions on Audio Speech and Language Processing vol. 28, 2523-2537.  

DOI 10.1109/taslp.2020.3015027

QMRO

07-08-2020

Transportation mode recognition fusing wearable motion, sound and vision sensors
Richoz S, Wang L, Birch P and Roggen D
Ieee Sensors Journal, Institute of Electrical and Electronics Engineers (Ieee), 1-1.  

DOI 10.1109/jsen.2020.2987306

QMRO

13-04-2020

Audio-visual sensing from a quadcopter: dataset and baselines for source localization and sound enhancement
Wang L, Sanchez-Matilla R and Cavallaro A
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)., 5320-5325.  

DOI 10.1109/iros40897.2019.8968183

QMRO

23-01-2020

2019

Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2019
Wang L, Gjoreski H, Ciliberto M, Lago P, Murao K, Okita T and Roggen D
UbiComp/ISWC '19 London 9 Sep 2019 - 13 Sep 2019. 

DOI 10.1145/3341162.3344872

QMRO

10-09-2019

Benchmark Performance for the Sussex-Huawei Locomotion and Transportation Recognition Challenge 2018
Wang L, Gjoreski H, Ciliberto M, Mekki S, Valentin S and Roggen D
In Human Activity Sensing, Springer 153-170.  

DOI 10.1007/978-3-030-13001-5_11

10-09-2019

Drinking Gesture Recognition from Poorly Annotated Data: A Case Study
Ciliberto M, Wang L, Roggen D and Zillmer R
In Human Activity Sensing, Springer 71-89.  

DOI 10.1007/978-3-030-13001-5_6

10-09-2019

Human and Machine Recognition of Transportation Modes from Body-Worn Camera Images
Richoz S, Ciliberto M, Wang L, Birch P, Gjoreski H, Perez-Uribe A and 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.  

DOI 10.1109/iciev.2019.8858537

QMRO

30-05-2019

Sound-based Transportation Mode Recognition with Smartphones
Wang L and Roggen D
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 930-934.  

DOI 10.1109/icassp.2019.8682917

QMRO

17-05-2019

Enabling reproducible research in sensor-based transportation mode recognition with the Sussex-Huawei dataset
WANG L, Hristijan G, Mathias C, Sami M, Stefan V and Daniel R
Ieee Access, Institute of Electrical and Electronics Engineers (Ieee) 

DOI 10.1109/ACCESS.2019.2890793

QMRO

03-01-2019

2018

Benchmarking the SHL Recognition Challenge with Classical and Deep-Learning Pipelines
Wang L, Gjoreski H, Ciliberto M, Mekki S, Valentin S and Roggen D
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers., 1626-1635.  

DOI 10.1145/3267305.3267531

QMRO

08-10-2018

A Case Study for Human Gesture Recognition from Poorly Annotated Data
Ciliberto M, Wang L, Roggen D and Zillmer R
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers., 1434-1443.  

DOI 10.1145/3267305.3267508

QMRO

08-10-2018

Tracking a moving sound source from a multi-rotor drone
Wang L, Sanchez-Matilla R and Cavallaro A
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). vol. 00, 2511-2516.  

DOI 10.1109/iros.2018.8594483

QMRO

01-10-2018

The University of Sussex-Huawei Locomotion and Transportation Dataset for Multimodal Analytics With Mobile Device
Gjoreski H, Ciliberto M, WANG L, Ordonez Morales FJ, Mekki S, Valentin S and Roggen D
Ieee Access, Institute of Electrical and Electronics Engineers (Ieee) vol. 6, 42592-42604.  

DOI 10.1109/ACCESS.2018.2858933

QMRO

23-07-2018

Acoustic Sensing From a Multi-Rotor Drone
WANG L and CAVALLARO A
Ieee Sensors Journal, Institute of Electrical and Electronics Engineers 

DOI 10.1109/JSEN.2018.2825879

QMRO

11-04-2018

Pseudo-determined blind source separation for ad-hoc microphone networks
WANG L and CAVALLARO A
Ieee/Acm Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers 

DOI 10.1109/TASLP.2018.2803263

QMRO

07-02-2018

2017

Multi-Modal Localization and Enhancement of Multiple Sound Sources from a Micro Aerial Vehicle
Sanchez-Matilla R, Wang L and Cavallaro A
Proceedings of the 25th ACM international conference on Multimedia., 1591-1599.  

DOI 10.1145/3123266.3123412

23-10-2017

Time-frequency processing for sound source localization from a micro aerial vehicle
WANG L and cavallaro A
42th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017) New Orleans, USA 5 Mar 2017 - 10 Mar 2017. 

DOI 10.1109/ICASSP.2017.7952205

QMRO

19-06-2017

Microphone-array ego-noise reduction algorithms for auditory micro aerial vehicles
WANG L and cavallaro A
Ieee Sensors Journal, Institute of Electrical and Electronics Engineers 

DOI 10.1109/JSEN.2017.2669262

QMRO

14-02-2017

2016

Ear in the Sky: Ego-Noise Reduction for Auditory Micro Aerial Vehicles
Wang L and Cavallaro A
2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 152-158.  

DOI 10.1109/avss.2016.7738063

QMRO

01-08-2016

An Iterative Approach to Source Counting and Localization Using Two Distant Microphones
Wang L, Hon TK, Reiss JD and Cavallaro A
Ieee/Acm Transactions on Audio Speech and Language Processing vol. 24 (6), 1079-1093.  

DOI 10.1109/TASLP.2016.2533859

QMRO

01-06-2016

Over-Determined Source Separation and Localization Using Distributed Microphones
WANG L, Reiss J and cavallaro A
Ieee/Acm Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers (Ieee) 

DOI 10.1109/TASLP.2016.2573048

QMRO

25-05-2016

Correlation maximization-based sampling rate offset estimation for distributed microphone arrays
Wang L and Doclo S
Ieee/Acm Transactions on Audio Speech and Language Processing, Ieee vol. 24 (3), 571-582.  

DOI 10.1109/TASLP.2016.2517326

12-01-2016

2015

Self-Localization of Ad-Hoc Arrays Using Time Difference of Arrivals
Wang L, Hon T-K, Reiss JD and Cavallaro A
Ieee Transactions on Signal Processing, Institute of Electrical and Electronics Engineers (Ieee) vol. 64 (4), 1018-1033.  

DOI 10.1109/tsp.2015.2498130

QMRO

05-11-2015

Fine Landmark-Based Synchronization of Ad-Hoc Microphone Arrays
Hon T-K, Wang L, Reiss JD and Cavallaro A
2015 23rd European Signal Processing Conference (EUSIPCO)., 1331-1335.  

DOI 10.1109/eusipco.2015.7362600

01-08-2015

Noise Power Spectral Density Estimation Using MaxNSR Blocking Matrix
Wang L, Gerkmann T and Doclo S
Ieee Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers vol. 23 (9), 1493-1508.  

DOI 10.1109/TASLP.2015.2438542

01-06-2015

Audio Fingerprinting for Multi-Device Self-Localisation
Hon TK, Wang L, Reiss JD and Cavallaro A
Ieee Transactions on Audio, Speech and Language Processing vol. 23, 1623-1636.  

DOI 10.1109/TASLP.2015.2442417

QMRO

01-01-2015

2014

A Novel Hierarchical Decomposition Vector Quantization Method for High-Order LPC Parameters
Wang L, Chen Z and Yin F
Ieee/Acm Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (Ieee) vol. 23 (1), 212-221.  

DOI 10.1109/taslp.2014.2380352

09-12-2014

Multi-band multi-centroid clustering based permutation alignment for frequency-domain blind speech separation
Wang L
Digital Signal Processing, Elsevier vol. 31, 79-92.  

DOI 10.1016/j.dsp.2014.04.009

01-08-2014

2012

IMPROVED NOISE ESTIMATION FOR THE BINAURAL MWF WITH INSTANTANEOUS ITF PRESERVATION
Marquardt D, Wang L, Hohmann V and 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 Algorithm
Wang L, Yin F and Chen Z
Journal of Signal Processing Systems, Springer Nature vol. 66 (2), 135-139.  

DOI 10.1007/s11265-011-0590-1

17-05-2011

TARGET SPEECH EXTRACTION IN COCKTAIL PARTY BY COMBINING BEAMFORMING AND BLIND SOURCE SEPARATION
Wang L, Ding H and Yin F
Acoustics Australia vol. 39 (2), 64-68.  
01-01-2011

2010

An Improved Method of Permutation Correction in Convolutive Blind Source Separation
Wang L, Ding H and Yin F
Archives of Acoustics, Polish Academy of Sciences Chancellery vol. 35 (4), 493-504.  

DOI 10.2478/v10168-010-0038-9

01-12-2010

A Stereo Crosstalk Cancellation System Based on the Common-Acoustical Pole/Zero Model
Wang L, Yin F and Chen Z
Eurasip Journal on Advances in Signal Processing, Springer Nature vol. 2010 (1) 

DOI 10.1155/2010/719197

11-08-2010

A Region-Growing Permutation Alignment Approach in Frequency-Domain Blind Source Separation of Speech Mixtures
Wang L, Ding H and Yin F
Ieee/Acm Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (Ieee) vol. 19 (3), 549-557.  

DOI 10.1109/tasl.2010.2052244

12-07-2010

Combining Superdirective Beamforming and Frequency-Domain Blind Source Separation for Highly Reverberant Signals
Wang L, Ding H and Yin F
Eurasip Journal on Audio, Speech, and Music Processing, Springer Nature vol. 2010 (1) 

DOI 10.1155/2010/797962

01-01-2010

2009

A hybrid compression method for head-related transfer functions
Wang L, Yin F and Chen Z
Applied Acoustics, Elsevier vol. 70 (9), 1212-1218.  

DOI 10.1016/j.apacoust.2009.04.003

01-09-2009

2008

HRTF compression via principal components analysis and vector quantization
Wang L, Yin F and Chen Z
Ieice Electronics Express, Institute of Electronics, Information and Communications Engineers (Ieice) vol. 5 (9) 

DOI 10.1587/elex.5.321

01-01-2008

Grants

Grants of specific relevance to the Centre for Multimodal AI

Fine-grained music source separation with deep-learning models
Lin Wang and Mark Sandler
£48,144 Innovate UK
01-04-2024 - 31-03-2025

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Bioacoustic monitoring using drones
Lin Wang and Axel Rossberg
£46,821 EPSRC Engineering and Physical Sciences Research Council
01-04-2022 - 31-07-2023