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Ting Dang
Ting Dang
Senior Lecturer in AI for Health, The University of Melbourne
Verified email at unimelb.edu.au - Homepage
Title
Cited by
Cited by
Year
Sounds of COVID-19: exploring realistic performance of audio-based digital testing
J Han, T Xia, D Spathis, E Bondareva, C Brown, J Chauhan, T Dang, ...
NPJ digital medicine 5 (1), 16, 2022
1182022
COVID-19 sounds: a large-scale audio dataset for digital respiratory screening
T Xia, D Spathis, J Ch, A Grammenos, J Han, A Hasthanasombat, ...
NeurIPS 2021 datasets and benchmarks track (round 2), 2021
112*2021
An investigation of annotation delay compensation and output-associative fusion for multimodal continuous emotion prediction
Z Huang, T Dang, N Cummins, B Stasak, P Le, V Sethu, J Epps
Proceedings of the 5th International Workshop on Audio/Visual Emotion …, 2015
1022015
Investigating word affect features and fusion of probabilistic predictions incorporating uncertainty in AVEC 2017
T Dang, B Stasak, Z Huang, S Jayawardena, M Atcheson, M Hayat, P Le, ...
Proceedings of the 7th Annual Workshop on audio/visual Emotion Challenge …, 2017
672017
heart: Motion-resilient heart rate monitoring with in-ear microphones
KJ Butkow, T Dang, A Ferlini, D Ma, C Mascolo
PerCom 2023, 200-209, 2023
562023
Exploring longitudinal cough, breath, and voice data for COVID-19 progression prediction via sequential deep learning: model development and validation
T Dang, J Han, T Xia, D Spathis, E Bondareva, C Siegele-Brown, ...
Journal of medical Internet research 24 (6), e37004, 2022
452022
Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health
Y Hu, S Zhang, T Dang, H Jia, FD Salim, W Hu, AJ Quigley
Companion of UbiComp 2024, 2024
422024
Staircase regression in OA RVM, data selection and gender dependency in AVEC 2016
Z Huang, B Stasak, T Dang, K Wataraka Gamage, P Le, V Sethu, J Epps
Proceedings of the 6th International Workshop on Audio/Visual Emotion …, 2016
402016
An Investigation of Emotion Prediction Uncertainty Using Gaussian Mixture Regression.
T Dang, V Sethu, J Epps, E Ambikairajah
INTERSPEECH, 1248-1252, 2017
372017
Speech emotion recognition via cnn-transformer and multidimensional attention mechanism
X Tang, J Huang, Y Lin, T Dang, J Cheng
Speech Communication, 103242, 2025
342025
Uncertainty-aware COVID-19 detection from imbalanced sound data
T Xia, J Han, L Qendro, T Dang, C Mascolo
INTERSPEECH 2021, 2021
322021
Human-centred artificial intelligence for mobile health sensing: challenges and opportunities
T Dang, D Spathis, A Ghosh, C Mascolo
Royal society open science 10 (11), 230806, 2023
302023
An evaluation of heart rate monitoring with in-ear microphones under motion
KJ Butkow, T Dang, A Ferlini, D Ma, Y Liu, C Mascolo
Pervasive and Mobile Computing 100, 101913, 2024
262024
OptiBreathe: An earable-based PPG system for continuous respiration rate, breathing phase, and tidal volume monitoring
J Romero, A Ferlini, D Spathis, T Dang, K Farrahi, F Kawsar, A Montanari
Proceedings of the 25th International Workshop on Mobile Computing Systems …, 2024
252024
Dynamic multi-rater Gaussian Mixture Regression incorporating temporal dependencies of emotion uncertainty using kalman filters
T Dang, V Sethu, E Ambikairajah
ICASSP 2018, 2018
252018
AER-LLM: Ambiguity-aware Emotion Recognition Leveraging Large Language Models
X Hong, Y Gong, V Sethu, T Dang
ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and …, 2025
192025
Uncertainty-aware health diagnostics via class-balanced evidential deep learning
T Xia, T Dang, J Han, L Qendro, C Mascolo
IEEE Journal of Biomedical and Health Informatics 28 (11), 6417-6428, 2024
182024
Speech-based continuous emotion prediction by learning perception responses related to salient events: A study based on vocal affect bursts and cross-cultural affect in AVEC 2018
K Wataraka Gamage, T Dang, V Sethu, J Epps, E Ambikairajah
Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, ACM …, 2018
182018
Conditional Neural ODE Processes for Individual Disease Progression Forecasting: A Case Study on COVID-19
T Dang, J Han, T Xia, E Bondareva, C Siegele-Brown, J Chauhan, ...
KDD 2023, 2023
162023
Motion-resilient heart rate monitoring with in-ear microphones
KJ Butkow, T Dang, A Ferlini, D Ma, C Mascolo
CoRR, 2021
142021
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Articles 1–20