Ting Dang
Orcid: 0000-0003-3806-1493
According to our database1,
Ting Dang authored at least 94 papers
between 2015 and 2026.
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Bibliography
2026
Emotion-Aware Quantization for Discrete Speech Representations: An Analysis of Emotion Preservation.
CoRR, March, 2026
Beyond Deep Learning: Speech Segmentation and Phone Classification with Neural Assemblies.
CoRR, March, 2026
Edge-Cloud Collaborative Speech Emotion Captioning via Token-Level Speculative Decoding in Audio-Language Models.
CoRR, March, 2026
Disentangling Reasoning in Large Audio-Language Models for Ambiguous Emotion Prediction.
CoRR, March, 2026
CoRR, March, 2026
The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights.
CoRR, March, 2026
Focus Then Listen: Exploring Plug-and-Play Audio Enhancer for Noise-Robust Large Audio Language Models.
CoRR, March, 2026
LQA: A Lightweight Quantized-Adaptive Framework for Vision-Language Models on the Edge.
CoRR, February, 2026
HoRD: Robust Humanoid Control via History-Conditioned Reinforcement Learning and Online Distillation.
CoRR, February, 2026
Rethinking Perplexity: Revealing the Impact of Input Length on Perplexity Evaluation in LLMs.
CoRR, February, 2026
CoRR, February, 2026
CoCoEmo: Composable and Controllable Human-Like Emotional TTS via Activation Steering.
CoRR, February, 2026
Adapting Where It Matters: Depth-Aware Adaptation for Efficient Multilingual Speech Recognition in Low-Resource Languages.
CoRR, February, 2026
Rethinking Large Language Models For Irregular Time Series Classification In Critical Care.
CoRR, January, 2026
Scaling Ambiguity: Augmenting Human Annotation in Speech Emotion Recognition with Audio-Language Models.
CoRR, January, 2026
CoRR, January, 2026
ESDD2: Environment-Aware Speech and Sound Deepfake Detection Challenge Evaluation Plan.
CoRR, January, 2026
From Cheap to Chic: Enhancing Music Playback Quality of Budget Earphones via Hardware-Aware Learning.
Proceedings of the 2026 ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems, 2026
2025
CoRR, December, 2025
CoRR, December, 2025
Data-Efficient Psychiatric Disorder Detection via Self-Supervised Learning on Frequency-Enhanced Brain Networks.
ACM Trans. Comput. Heal., October, 2025
Position: Human-Robot Interaction in Embodied Intelligence Demands a Shift From Static Privacy Controls to Dynamic Learning.
CoRR, September, 2025
HealthSLM-Bench: Benchmarking Small Language Models for Mobile and Wearable Healthcare Monitoring.
CoRR, September, 2025
MedSeqFT: Sequential Fine-tuning Foundation Models for 3D Medical Image Segmentation.
CoRR, September, 2025
CoRR, August, 2025
SQUIREDL: Sparse Sequence-to-Sequence Uncertainty Estimation in Evidential Deep Learning.
ACM Trans. Comput. Heal., July, 2025
Beyond Scale: Small Language Models are Comparable to GPT-4 in Mental Health Understanding.
CoRR, July, 2025
E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models.
CoRR, June, 2025
FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models.
CoRR, June, 2025
CoRR, March, 2025
Speech Emotion Recognition via CNN-Transformer and multidimensional attention mechanism.
Speech Commun., 2025
Self-Supervised rU-net With Spectrum Branch: A Novel Framework for Subject-independent Emotion Recognition based on Peripheral Physiological Signals.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025
Token-Level Logits Matter: A Closer Look at Speech Foundation Models for Ambiguous Emotion Recognition.
Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025
A Study of Speech Embedding Similarities Between Australian Aboriginal and High-Resource Languages.
Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025
MicarVLMoE: A Modern Gated Cross-Aligned Vision-Language Mixture of Experts Model for Medical Image Captioning and Report Generation.
Proceedings of the International Joint Conference on Neural Networks, 2025
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
From Patient Burdens to User Agency: Designing for Real-Time Protection Support in Online Health Consultations.
Proceedings of the Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025
Proceedings of the Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025
WellComp 2025: Eighth International Workshop on Computing and Software Systems for Well-Being.
Proceedings of the Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025
Structure Matters: Brain Graph Augmentation via Learnable Edge Masking for Data-Efficient Psychiatric Diagnosis.
Proceedings of the AI 2025: Advances in Artificial Intelligence, 2025
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2025
Characterization of Speech Similarity Between Australian Aboriginal and High-Resource Languages: A Case Study on Dharawal.
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2025
2024
IEEE J. Biomed. Health Informatics, November, 2024
IEEE Pervasive Comput., 2024
Pervasive Mob. Comput., 2024
StatioCL: Contrastive Learning for Time Series via Non-Stationary and Temporal Contrast.
CoRR, 2024
CoRR, 2024
OptiBreathe: An Earable-based PPG System for Continuous Respiration Rate, Breathing Phase, and Tidal Volume Monitoring.
Proceedings of the 25th International Workshop on Mobile Computing Systems and Applications, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024
Dual-Constrained Dynamical Neural ODEs for Ambiguity-aware Continuous Emotion Prediction.
Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Variational Connectionist Temporal Classification for Order-Preserving Sequence Modeling.
Proceedings of the IEEE International Conference on Acoustics, 2024
Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health.
Proceedings of the Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2024
Proceedings of the Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2024
<i>StatioCL</i>: Contrastive Learning for Time Series via Non-Stationary and Temporal Contrast.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Proceedings of the 12th International Conference on Affective Computing and Intelligent Interaction, 2024
2023
ClearSpeech: Improving Voice Quality of Earbuds Using Both In-Ear and Out-Ear Microphones.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December, 2023
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December, 2023
Speech Commun., October, 2023
A Novel Markovian Framework for Integrating Absolute and Relative Ordinal Emotion Information.
IEEE Trans. Affect. Comput., 2023
Proceedings of the 24th International Workshop on Mobile Computing Systems and Applications, 2023
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2023
Conditional Neural ODE Processes for Individual Disease Progression Forecasting: A Case Study on COVID-19.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Constrained Dynamical Neural ODE for Time Series Modelling: A Case Study on Continuous Emotion Prediction.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023
Belief Mismatch Coefficient (BMC): A Novel Interpretable Measure of Prediction Accuracy for Ambiguous Emotion States.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023
2022
npj Digit. Medicine, 2022
CoRR, 2022
Exploring Semi-supervised Learning for Audio-based COVID-19 Detection using FixMatch.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
IEEE Trans. Affect. Comput., 2021
Multimodal Affect Models: An Investigation of Relative Salience of Audio and Visual Cues for Emotion Prediction.
Frontiers Comput. Sci., 2021
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
A Novel Bag-of-Optimised-Clusters Front-End for Speech based Continuous Emotion Prediction.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019
2018
Speech based Continuous Emotion Prediction: An investigation of Speaker Variability and Emotion Uncertainty.
PhD thesis, 2018
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.
Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018
Dynamic Multi-Rater Gaussian Mixture Regression Incorporating Temporal Dependencies of Emotion Uncertainty Using Kalman Filters.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017.
Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, Mountain View, CA, USA, October 23, 2017
An Investigation of Emotion Prediction Uncertainty Using Gaussian Mixture Regression.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
2016
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
2015
An Investigation of Annotation Delay Compensation and Output-Associative Fusion for Multimodal Continuous Emotion Prediction.
Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, 2015