Interactive Fusion of Multi-View Speech Embeddings via Pretrained Large-Scale Speech Models for Speech Emotional Attribute Prediction in Naturalistic Conditions.

[BibT_eX]

[DOI]

Yuyun Liu

Yujia Gu

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

Reliable Learning From LLM Features for Multimodal Emotion and Intent Joint Understanding.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Enhancing Zero-Shot Emotional Voice Conversion via Speaker Adaptation and Duration Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Enhancing Task-Specific Feature Learning with LLMs for Multimodal Emotion and Intent Joint Understanding.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Layer-Adapted Implicit Distribution Alignment Networks for Cross-Corpus Speech Emotion Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., August, 2024

CFEW: A Large-Scale Database for Understanding Child Facial Expression in Real World.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2024

Exploring holistic discriminative representation for micro-expression recognition via contrastive learning.

[BibT_eX]

[DOI]

Image Vis. Comput., 2024

Exploring corpus-invariant emotional acoustic feature for cross-corpus speech emotion recognition.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

Temporal Label Hierachical Network for Compound Emotion Recognition.

[BibT_eX]

[DOI]

CoRR, 2024

Confidence-aware Hypothesis Transfer Networks for Source-Free Cross-Corpus Speech Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Boosting Cross-Corpus Speech Emotion Recognition using CycleGAN with Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Towards Realistic Emotional Voice Conversion using Controllable Emotional Intensity.

[BibT_eX]

[DOI]

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Hierarchical Distribution Adaptation for Unsupervised Cross-corpus Speech Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Emotion-Aware Contrastive Adaptation Network for Source-Free Cross-Corpus Speech Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Progressively Learning from Macro-Expressions for Micro-Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Speech Swin-Transformer: Exploring a Hierarchical Transformer with Shifted Windows for Speech Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

PAVITS: Exploring Prosody-Aware VITS for End-to-End Emotional Voice Conversion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Improving Speaker-Independent Speech Emotion Recognition using Dynamic Joint Distribution Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Speech Emotion Recognition via an Attentive Time-Frequency Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., December, 2023

EEG-Based Parkinson's Disease Recognition via Attention-Based Sparse Graph Convolutional Neural Network.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, November, 2023

A Survey of Deep Learning-Based Multimodal Emotion Recognition: Speech, Text, and Face.

[BibT_eX]

[DOI]

Entropy, October, 2023

Group Sparse Reduced Rank Tensor Regression for Micro-Expression Recognition.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., April, 2023

Label Distribution Adaptation for Multimodal Emotion Recognition with Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Multimodal and Responsible Affective Computing, 2023

Multimodal Emotion Recognition in Noisy Environment Based on Progressive Label Revision.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Learning Local to Global Feature Aggregation for Speech Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Time-Frequency Transformer: A Novel Time Frequency Joint Learning Method for Speech Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Audio-Visual Group-based Emotion Recognition using Local and Global Feature Aggregation based Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

CMNet: Contrastive Magnification Network for Micro-Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Progressive distribution adapted neural networks for cross-corpus speech emotion recognition.

[BibT_eX]

[DOI]

Frontiers Neurorobotics, September, 2022

Domain Invariant Feature Learning for Speaker-Independent Speech Emotion Recognition.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Adapting Multiple Distributions for Bridging Emotions from Different Speech Corpora.

[BibT_eX]

[DOI]

Entropy, 2022

Enhanced Sample Self-Revised Network for Cross-Dataset Facial Expression Recognition.

[BibT_eX]

[DOI]

Entropy, 2022

Micro-Expression Recognition Using Uncertainty-Aware Magnification-Robust Networks.

[BibT_eX]

[DOI]

Entropy, 2022

Progressively Discriminative Transfer Network for Cross-Corpus Speech Emotion Recognition.

[BibT_eX]

[DOI]

Entropy, 2022

Sample Self-Revised Network for Cross-Dataset Facial Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

A Novel Magnification-Robust Network with Sparse Self-Attention for Micro-expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

A Novel Micro-Expression Recognition Approach Using Attention-Based Magnification-Adaptive Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Attention-based Spatio-Temporal Graphic LSTM for EEG Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Cross-Corpus Speech Emotion Recognition Based on Deep Domain-Adaptive Convolutional Neural Network.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2020

DFEW: A Large-Scale Database for Recognizing Dynamic Facial Expressions in the Wild.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019

ℓ<sub>1</sub>-Norm Heteroscedastic Discriminant Analysis Under Mixture of Gaussian Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Target-Adapted Subspace Learning for Cross-Corpus Speech Emotion Recognition.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2019

Cross-Domain Facial Expression Recognition Based on Transductive Deep Transfer Learning.

[BibT_eX]

[DOI]

IEEE Access, 2019

MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition.

[BibT_eX]

[DOI]

IEEE Access, 2019

Bi-modality Fusion for Emotion Recognition in the Wild.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimodal Interaction, 2019

2018

Multiple Spatio-temporal Feature Learning for Video-based Emotion Recognition in the Wild.

[BibT_eX]

[DOI]

Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Cheng Lu

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