Bin Liu

144 papers A* 10A 18B 2Misc 10Journal 70Unranked 34
YearRankTypeTitle / Venue / Authors
2026 J jnl
Exploring the Use of Large Language Models and Interpretable Features for Explainable Speech Emotion Recognition.
IEEE J. Sel. Top. Signal Process.
Qifei Li, Yingming Gao, Yuhua Wen, Yingying Zhou, Zheng Lian, Bin Liu, Zhengqi Wen, Jianhua Tao, Ya Li
2026 J jnl
IRNet: Iterative Refinement Network for Noisy Partial Label Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Zheng Lian, Mingyu Xu, Lan Chen, Licai Sun, Bin Liu, Lei Feng, Jianhua Tao
2026 J jnl
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Zheng Lian, Licai Sun, Yong Ren, Hao Gu, Haiyang Sun, Lan Chen, Bin Liu, Jianhua Tao
2026 J jnl
Multimodal Emotion Regression with Multi-Objective Optimization and VAD-Aware Audio Modeling for the 10th ABAW EMI Track.
CoRR
Jiawen Huang, Chenxi Huang, Zhuofan Wen, Hailiang Yao, Shun Chen, Longjiang Yang, Cong Yu, Fengyu Zhang, Ran Liu, Bin Liu
2025 A* conf
AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models.
ICML
Zheng Lian, Haoyu Chen, Lan Chen, Haiyang Sun, Licai Sun, Yong Ren, Zebang Cheng, Bin Liu, Rui Liu, Xiaojiang Peng, Jiangyan Yi, Jianhua Tao
2025 J jnl
AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models.
CoRR
Zheng Lian, Haoyu Chen, Lan Chen, Haiyang Sun, Licai Sun, Yong Ren, Zebang Cheng, Bin Liu, Rui Liu, Xiaojiang Peng, Jiangyan Yi, Jianhua Tao
2025 J jnl
Depression Scale Dictionary Decomposition Framework for Multimodal Automatic Depression Level Prediction.
IEEE Trans. Circuits Syst. Video Technol.
Mingyue Niu, Xu Wang, Jibing Gong, Bin Liu, Jianhua Tao, Björn W. Schuller
2025 A* conf
Enhancing Multimodal Personality Assessment with LLM-Augmented Hierarchical Fusion.
ACM Multimedia
Longjiang Yang, Cong Yu, Chenxi Huang, Fengyu Zhang, Ran Liu, Zhuofan Wen, Shun Chen, Hailiang Yao, Bin Liu, Zheng Lian, Jianhua Tao
2025 J jnl
Feature-Based Dual Visual Feature Extraction Model for Compound Multimodal Emotion Recognition.
CoRR
Ran Liu, Fengyu Zhang, Cong Yu, Longjiang Yang, Zhuofan Wen, Siyuan Zhang, Hailiang Yao, Shun Chen, Zheng Lian, Bin Liu
2025 — conf
Listen, Watch, and Learn to Feel: Retrieval-Augmented Emotion Reasoning for Compound Emotion Generation.
ACL (Findings)
Zhuofan Wen, Zheng Lian, Shun Chen, Hailiang Yao, Longjiang Yang, Bin Liu, Jianhua Tao
2025 A* conf
MDPE: A Multimodal Deception Dataset with Personality and Emotional Characteristics.
ACM Multimedia
Cong Cai, Shan Liang, Xuefei Liu, Kang Zhu, Zhengqi Wen, Jianhua Tao, Heng Xie, Jizhou Cui, Yiming Ma, Zhenhua Cheng, Hanzhe Xu, Ruibo Fu, Bin Liu, Yongwei Li
2025 A* conf
MER 2025: When Affective Computing Meets Large Language Models.
ACM Multimedia
Zheng Lian, Rui Liu, Kele Xu, Bin Liu, Xuefei Liu, Yazhou Zhang, Xin Liu, Yong Li, Zebang Cheng, Haolin Zuo, Ziyang Ma, Xiaojiang Peng, Xie Chen, Ya Li, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
2025 J jnl
MER 2025: When Affective Computing Meets Large Language Models.
CoRR
Zheng Lian, Rui Liu, Kele Xu, Bin Liu, Xuefei Liu, Yazhou Zhang, Xin Liu, Yong Li, Zebang Cheng, Haolin Zuo, Ziyang Ma, Xiaojiang Peng, Xie Chen, Ya Li, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
2025 J jnl
Multi-spatial urban function modeling: A multi-modal deep network approach for transfer and multi-task learning.
Int. J. Appl. Earth Obs. Geoinformation
Zhaoya Gong, Chenglong Wang, Bin Liu, Binbo Li, Wei Tu, Yuting Chen, Zhicheng Deng, Pengjun Zhao
2025 A* conf
OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition.
ICML
Zheng Lian, Haiyang Sun, Licai Sun, Haoyu Chen, Lan Chen, Hao Gu, Zhuofan Wen, Shun Chen, Siyuan Zhang, Hailiang Yao, Bin Liu, Rui Liu, Shan Liang, Ya Li, Jiangyan Yi, Jianhua Tao
2025 J jnl
SVFAP: Self-Supervised Video Facial Affect Perceiver.
IEEE Trans. Affect. Comput.
Licai Sun, Zheng Lian, Kexin Wang, Yu He, Mingyu Xu, Haiyang Sun, Bin Liu, Jianhua Tao
2024 — conf
A Micro-expression Recognition Algorithm based on Dense Optical Flow and C3D Network.
ICIGP
Cheng Liang, Chunhong Wu, Bin Liu
2024 J jnl
AffectGPT: Dataset and Framework for Explainable Multimodal Emotion Recognition.
CoRR
Zheng Lian, Haiyang Sun, Licai Sun, Jiangyan Yi, Bin Liu, Jianhua Tao
2024 J jnl
Can Deception Detection Go Deeper? Dataset, Evaluation, and Benchmark for Deception Reasoning.
CoRR
Kang Chen, Zheng Lian, Haiyang Sun, Bin Liu, Jianhua Tao
2024 — conf
DPP: A Dual-Phase Processing Method for Cross-Cultural Humor Detection.
MuSe@ACM Multimedia
Shun Chen, Hailiang Yao, Mingyu Xu, Zhuofan Wen, Haiyang Sun, Licai Sun, Zheng Lian, Bin Liu, Fengyu Zhang, Siyuan Zhang, Jianhua Tao
2024 J jnl
Efficient Multimodal Transformer With Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis.
IEEE Trans. Affect. Comput.
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
2024 J jnl
GPT-4V with emotion: A zero-shot benchmark for Generalized Emotion Recognition.
Inf. Fusion
Zheng Lian, Licai Sun, Haiyang Sun, Kang Chen, Zhuofan Wen, Hao Gu, Bin Liu, Jianhua Tao
2024 J jnl
HiCMAE: Hierarchical Contrastive Masked Autoencoder for Self-Supervised Audio-Visual Emotion Recognition.
CoRR
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
2024 J jnl
HiCMAE: Hierarchical Contrastive Masked Autoencoder for self-supervised Audio-Visual Emotion Recognition.
Inf. Fusion
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
2024 — conf
IERP 2024: Induced Emotion Recognition with Personality Characteristics Challenge 2024.
ISCSLP
Cong Cai, Shan Liang, Xuefei Liu, Kang Zhu, Zhenhua Cheng, Zheng Lian, Bin Liu
2024 J jnl
Learning spatial interaction representation with heterogeneous graph convolutional networks for urban land-use inference.
Int. J. Geogr. Inf. Sci.
Zhaoya Gong, Chenglong Wang, Yuting Chen, Bin Liu, Pengjun Zhao, Zhengzi Zhou
2024 J jnl
MDPE: A Multimodal Deception Dataset with Personality and Emotional Characteristics.
CoRR
Cong Cai, Shan Liang, Xuefei Liu, Kang Zhu, Zhengqi Wen, Jianhua Tao, Heng Xie, Jizhou Cui, Yiming Ma, Zhenhua Cheng, Hanzhe Xu, Ruibo Fu, Bin Liu, Yongwei Li
2024 — conf
MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition.
MRAC@MM
Zheng Lian, Haiyang Sun, Licai Sun, Zhuofan Wen, Siyuan Zhang, Shun Chen, Hao Gu, Jinming Zhao, Ziyang Ma, Xie Chen, Jiangyan Yi, Rui Liu, Kele Xu, Bin Liu, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
2024 J jnl
MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition.
CoRR
Zheng Lian, Haiyang Sun, Licai Sun, Zhuofan Wen, Siyuan Zhang, Shun Chen, Hao Gu, Jinming Zhao, Ziyang Ma, Xie Chen, Jiangyan Yi, Rui Liu, Kele Xu, Bin Liu, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
2024 J jnl
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition.
CoRR
Zheng Lian, Licai Sun, Yong Ren, Hao Gu, Haiyang Sun, Lan Chen, Bin Liu, Jianhua Tao
2024 — conf
MRAC'24 Track 2: 2nd International Workshop on Multimodal and Responsible Affective Computing.
MRAC@MM
Zheng Lian, Bin Liu, Rui Liu, Kele Xu, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
2024 J jnl
Multimodal Fusion with Pre-Trained Model Features in Affective Behaviour Analysis In-the-wild.
CoRR
Zhuofan Wen, Fengyu Zhang, Siyuan Zhang, Haiyang Sun, Mingyu Xu, Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
2024 J jnl
Open-vocabulary Multimodal Emotion Recognition: Dataset, Metric, and Benchmark.
CoRR
Zheng Lian, Haiyang Sun, Licai Sun, Lan Chen, Haoyu Chen, Hao Gu, Zhuofan Wen, Shun Chen, Siyuan Zhang, Hailiang Yao, Mingyu Xu, Kang Chen, Bin Liu, Rui Liu, Shan Liang, Ya Li, Jiangyan Yi, Jianhua Tao
2024 J jnl
PIRNet: Personality-Enhanced Iterative Refinement Network for Emotion Recognition in Conversation.
IEEE Trans. Neural Networks Learn. Syst.
Zheng Lian, Bin Liu, Jianhua Tao
2024 Misc conf
Pseudo Labels Regularization for Imbalanced Partial-Label Learning.
ICASSP
Mingyu Xu, Zheng Lian, Bin Liu, Zerui Chen, Jianhua Tao
2024 J jnl
SVFAP: Self-supervised Video Facial Affect Perceiver.
CoRR
Licai Sun, Zheng Lian, Kexin Wang, Yu He, Mingyu Xu, Haiyang Sun, Bin Liu, Jianhua Tao
2024 — conf
Social Perception Prediction for MuSe 2024: Joint Learning of Multiple Perceptions.
MuSe@ACM Multimedia
Zhuofan Wen, Hailiang Yao, Shun Chen, Haiyang Sun, Mingyu Xu, Licai Sun, Zheng Lian, Bin Liu, Fengyu Zhang, Siyuan Zhang, Jianhua Tao
2024 J jnl
Synthesis and Detection Algorithms for Oblique Stripe Noise of Space-Borne Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Binbo Li, Donghai Xie, Yu Wu, Lijuan Zheng, Chongbin Xu, Ying Zhou, Yibo Fu, Chenglong Wang, Bin Liu, Xin Zuo
2023 A* conf
ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning.
NeurIPS
Mingyu Xu, Zheng Lian, Lei Feng, Bin Liu, Jianhua Tao
2023 J jnl
DALI: Dynamically Adjusted Label Importance for Noisy Partial Label Learning.
CoRR
Mingyu Xu, Zheng Lian, Lei Feng, Bin Liu, Jianhua Tao
2023 J jnl
Dense Modality Interaction Network for Audio-Visual Event Localization.
IEEE Trans. Multim.
Shuo Liu, Weize Quan, Chaoqun Wang, Yuan Liu, Bin Liu, Dong-Ming Yan
2023 J jnl
Emotion-Aware Prosodic Phrasing for Expressive Text-to-Speech.
CoRR
Rui Liu, Bin Liu, Haizhou Li
2023 A conf
EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition.
INTERSPEECH
Haiyang Sun, Zheng Lian, Bin Liu, Ying Li, Jianhua Tao, Licai Sun, Cong Cai, Meng Wang, Yuan Cheng
2023 — conf
Exclusive Modeling for MuSe-Personalisation Challenge.
MuSe@ACM Multimedia
Haiyang Sun, Zhuofan Wen, Mingyu Xu, Zheng Lian, Licai Sun, Bin Liu, Jianhua Tao
2023 J jnl
Explainable Multimodal Emotion Reasoning.
CoRR
Zheng Lian, Licai Sun, Mingyu Xu, Haiyang Sun, Ke Xu, Zhuofan Wen, Shun Chen, Bin Liu, Jianhua Tao
2023 J jnl
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation.
IEEE Trans. Pattern Anal. Mach. Intell.
Zheng Lian, Lan Chen, Licai Sun, Bin Liu, Jianhua Tao
2023 J jnl
GPT-4V with Emotion: A Zero-shot Benchmark for Multimodal Emotion Understanding.
CoRR
Zheng Lian, Licai Sun, Haiyang Sun, Kang Chen, Zhuofan Wen, Hao Gu, Shun Chen, Bin Liu, Jianhua Tao
2023 — conf
Humor Detection System for MuSE 2023: Contextual Modeling, Pesudo Labelling, and Post-smoothing.
MuSe@ACM Multimedia
Mingyu Xu, Shun Chen, Zheng Lian, Bin Liu
2023 A* conf
Integrating VideoMAE based model and Optical Flow for Micro- and Macro-expression Spotting.
ACM Multimedia
Ke Xu, Kang Chen, Licai Sun, Zheng Lian, Bin Liu, Gong Chen, Haiyang Sun, Mingyu Xu, Jianhua Tao
2023 A* conf
MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition.
ACM Multimedia
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
2023 J jnl
MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition.
CoRR
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
2023 A* conf
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning.
ACM Multimedia
Zheng Lian, Haiyang Sun, Licai Sun, Kang Chen, Mingyu Xu, Kexin Wang, Ke Xu, Yu He, Ying Li, Jinming Zhao, Ye Liu, Bin Liu, Jiangyan Yi, Meng Wang, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
2023 J jnl
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning.
CoRR
Zheng Lian, Haiyang Sun, Licai Sun, Jinming Zhao, Ye Liu, Bin Liu, Jiangyan Yi, Meng Wang, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
2023 J jnl
MnTTS2: An Open-Source Multi-Speaker Mongolian Text-to-Speech Synthesis Dataset.
CoRR
Kailin Liang, Bin Liu, Yifan Hu, Rui Liu, Feilong Bao, Guanglai Gao
2023 J jnl
Multimodal Spatiotemporal Representation for Automatic Depression Level Detection.
IEEE Trans. Affect. Comput.
Mingyue Niu, Jianhua Tao, Bin Liu, Jian Huang, Zheng Lian
2023 J jnl
RMNAS: A Multimodal Neural Architecture Search Framework For Robust Multimodal Sentiment Analysis.
CoRR
Haiyang Sun, Zheng Lian, Licai Sun, Bin Liu, Jianhua Tao
2023 J jnl
SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition.
IEEE Trans. Affect. Comput.
Zheng Lian, Bin Liu, Jianhua Tao
2023 A* conf
VRA: Variational Rectified Activation for Out-of-distribution Detection.
NeurIPS
Mingyu Xu, Zheng Lian, Bin Liu, Jianhua Tao
2022 J jnl
ADD 2022: the First Audio Deep Synthesis Detection Challenge.
CoRR
Jiangyan Yi, Ruibo Fu, Jianhua Tao, Shuai Nie, Haoxin Ma, Chenglong Wang, Tao Wang, Zhengkun Tian, Ye Bai, Cunhang Fan, Shan Liang, Shiming Wang, Shuai Zhang, Xinrui Yan, Le Xu, Zhengqi Wen, Haizhou Li, Zheng Lian, Bin Liu
2022 J jnl
AHRNN: Attention-Based Hybrid Robust Neural Network for emotion recognition.
Cogn. Comput. Syst.
Ke Xu, Bin Liu, Jianhua Tao, Zhao Lv, Cunhang Fan, Leichao Song
2022 J jnl
ARNet: Automatic Refinement Network for Noisy Partial Label Learning.
CoRR
Zheng Lian, Mingyu Xu, Lan Chen, Licai Sun, Bin Liu, Jianhua Tao
2022 J jnl
Depressioner: Facial dynamic representation for automatic depression level prediction.
Expert Syst. Appl.
Mingyue Niu, Lang He, Ya Li, Bin Liu
2022 J jnl
Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis.
CoRR
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
2022 J jnl
EmotionNAS: Two-stream Architecture Search for Speech Emotion Recognition.
CoRR
Haiyang Sun, Zheng Lian, Bin Liu, Ying Li, Licai Sun, Cong Cai, Jianhua Tao, Meng Wang, Yuan Cheng
2022 — conf
Emotional Reaction Analysis based on Multi-Label Graph Convolutional Networks and Dynamic Facial Expression Recognition Transformer.
MuSe @ ACM Multimedia
Kexin Wang, Zheng Lian, Licai Sun, Bin Liu, Jianhua Tao, Yin Fan
2022 Misc conf
End-to-End Network Based on Transformer for Automatic Detection of Covid-19.
ICASSP
Cong Cai, Bin Liu, Jianhua Tao, Zhengkun Tian, Jiahao Lu, Kexin Wang
2022 J jnl
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation.
CoRR
Zheng Lian, Lan Chen, Licai Sun, Bin Liu, Jianhua Tao
2022 — conf
Multimodal Temporal Attention in Sentiment Analysis.
MuSe @ ACM Multimedia
Yu He, Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao, Meng Wang, Yuan Cheng
2022 — conf
Prediction of Depression Severity Based on Transformer Encoder and CNN Model.
ISCSLP
Jiahao Lu, Bin Liu, Zheng Lian, Cong Cai, Jianhua Tao, Ziping Zhao
2022 J jnl
Two-Aspect Information Fusion Model For ABAW4 Multi-task Challenge.
CoRR
Haiyang Sun, Zheng Lian, Bin Liu, Jianhua Tao, Licai Sun, Cong Cai
2022 — conf
Two-Aspect Information Interaction Model for ABAW4 Multi-task Challenge.
ECCV Workshops (6)
Haiyang Sun, Zheng Lian, Bin Liu, Jianhua Tao, Licai Sun, Cong Cai, Yu He
2021 J jnl
$F_0$-Noise-Robust Glottal Source and Vocal Tract Analysis Based on ARX-LF Model.
IEEE ACM Trans. Audio Speech Lang. Process.
Yongwei Li, Jianhua Tao, Donna Erickson, Bin Liu, Masato Akagi
2021 J jnl
A time-frequency channel attention and vectorization network for automatic depression level prediction.
Neurocomputing
Mingyue Niu, Bin Liu, Jianhua Tao, Qifei Li
2021 J jnl
CTNet: Conversational Transformer Network for Emotion Recognition.
IEEE ACM Trans. Audio Speech Lang. Process.
Zheng Lian, Bin Liu, Jianhua Tao
2021 J jnl
DECN: Dialogical emotion correction network for conversational emotion recognition.
Neurocomputing
Zheng Lian, Bin Liu, Jianhua Tao
2021 — conf
Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning.
ISCSLP
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen, Leichao Song
2021 — conf
Facial Micro-Expression Recognition Based on Multi-Scale Temporal and Spatial Features.
ICMI Companion
Hao Zhang, Bin Liu, Jianhua Tao, Zhao Lv
2021 J jnl
Gated Recurrent Fusion With Joint Training Framework for Robust End-to-End Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process.
Cunhang Fan, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Bin Liu, Zhengqi Wen
2021 J jnl
Learning long-term temporal contexts using skip RNN for continuous emotion recognition.
Virtual Real. Intell. Hardw.
Jian Huang, Bin Liu, Jianhua Tao
2021 Misc conf
Multi-Scale and Multi-Region Facial Discriminative Representation for Automatic Depression Level Prediction.
ICASSP
Mingyue Niu, Jianhua Tao, Bin Liu
2021 Misc conf
Multimodal Cross- and Self-Attention Network for Speech Emotion Recognition.
ICASSP
Licai Sun, Bin Liu, Jianhua Tao, Zheng Lian
2021 — conf
Multimodal Emotion Recognition and Sentiment Analysis via Attention Enhanced Recurrent Model.
MuSe @ ACM Multimedia
Licai Sun, Mingyu Xu, Zheng Lian, Bin Liu, Jianhua Tao, Meng Wang, Yuan Cheng
2021 — conf
Multimodal Sentiment Analysis based on Recurrent Neural Network and Multimodal Attention.
MuSe @ ACM Multimedia
Cong Cai, Yu He, Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao, Mingyu Xu, Kexin Wang
2021 J jnl
Review of micro-expression spotting and recognition in video sequences.
Virtual Real. Intell. Hardw.
Hang Pan, Lun Xie, Zhiliang Wang, Bin Liu, Minghao Yang, Jianhua Tao
2021 A conf
TDCA-Net: Time-Domain Channel Attention Network for Depression Detection.
Interspeech
Cong Cai, Mingyue Niu, Bin Liu, Jianhua Tao, Xuefei Liu
2021 — conf
Towards Fine-Grained Prosody Control for Voice Conversion.
ISCSLP
Zheng Lian, Rongxiu Zhong, Zhengqi Wen, Bin Liu, Jianhua Tao
2020 — conf
AMINN: Attention-Based Multi-Information Neural Network for Emotion Recognition.
ICCPR
Ke Xu, Bin Liu, Jianhua Tao, Zhao Lv, Qifei Li, Cunhang Fan
2020 A conf
Comparison of Glottal Source Parameter Values in Emotional Vowels.
INTERSPEECH
Yongwei Li, Jianhua Tao, Bin Liu, Donna Erickson, Masato Akagi
2020 A conf
Context-Dependent Domain Adversarial Neural Network for Multimodal Emotion Recognition.
INTERSPEECH
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang, Zhanlei Yang, Rongjun Li
2020 A conf
Conversational Emotion Recognition Using Self-Attention Mechanisms and Graph Neural Networks.
INTERSPEECH
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang, Zhanlei Yang, Rongjun Li
2020 J jnl
Deep Attention Fusion Feature for Speech Separation with End-to-End Post-filter Method.
CoRR
Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen, Xuefei Liu
2020 J jnl
Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning.
CoRR
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen, Leichao Song
2020 J jnl
End-to-End Post-Filter for Speech Separation With Deep Attention Fusion Features.
IEEE ACM Trans. Audio Speech Lang. Process.
Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen, Xuefei Liu
2020 A conf
Gated Recurrent Fusion of Spatial and Spectral Features for Multi-Channel Speech Separation with Deep Embedding Representations.
INTERSPEECH
Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen
2020 J jnl
Gated Recurrent Fusion with Joint Training Framework for Robust End-to-End Speech Recognition.
CoRR
Cunhang Fan, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Bin Liu, Zhengqi Wen
2020 A conf
Hybrid Network Feature Extraction for Depression Assessment from Speech.
INTERSPEECH
Ziping Zhao, Qifei Li, Nicholas Cummins, Bin Liu, Haishuai Wang, Jianhua Tao, Björn W. Schuller
2020 A conf
Joint Training for Simultaneous Speech Denoising and Dereverberation with Deep Embedding Representations.
INTERSPEECH
Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen
2020 A conf
Learning Utterance-Level Representations with Label Smoothing for Speech Emotion Recognition.
INTERSPEECH
Jian Huang, Jianhua Tao, Bin Liu, Zheng Lian
2020 — conf
Micro-Expression Recognition Based on Multiple Aggregation Networks.
APSIPA
Wenxiang She, Zhao Lv, Jianhua Tao, Bin Liu, Mingyue Niu
2020 — conf
Multi-modal Continuous Dimensional Emotion Recognition Using Recurrent Neural Network and Self-Attention Mechanism.
MuSe @ ACM Multimedia
Licai Sun, Zheng Lian, Jianhua Tao, Bin Liu, Mingyue Niu
2020 Misc conf
Multimodal Transformer Fusion for Continuous Emotion Recognition.
ICASSP
Jian Huang, Jianhua Tao, Bin Liu, Zheng Lian, Mingyue Niu
2020 J jnl
Simultaneous Denoising and Dereverberation Using Deep Embedding Features.
CoRR
Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen
2020 J jnl
Spatial and spectral deep attention fusion for multi-channel speech separation using deep embedding features.
CoRR
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen
2019 A conf
Automatic Depression Level Detection via ℓ
INTERSPEECH
Mingyue Niu, Jianhua Tao, Bin Liu, Cunhang Fan
2019 A conf
Conversational Emotion Analysis via Attention Mechanisms.
INTERSPEECH
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
2019 J jnl
Conversational Emotion Analysis via Attention Mechanisms.
CoRR
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
2019 — conf
Deep Segment Attentive Embedding for Duration Robust Speaker Verification.
APSIPA
Bin Liu, Shuai Nie, Wenju Liu, Hui Zhang, Xiangang Li, Changliang Li
2019 A conf
Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features.
INTERSPEECH
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen
2019 J jnl
Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features.
CoRR
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen
2019 J jnl
Domain adversarial learning for emotion recognition.
CoRR
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
2019 B conf
Efficient Modeling of Long Temporal Contexts for Continuous Emotion Recognition.
ACII
Jian Huang, Jianhua Tao, Bin Liu, Zhen Lian, Mingyue Niu
2019 A conf
Jointly Adversarial Enhancement Training for Robust End-to-End Speech Recognition.
INTERSPEECH
Bin Liu, Shuai Nie, Shan Liang, Wenju Liu, Meng Yu, Lianwu Chen, Shouye Peng, Changliang Li
2019 — conf
Local Second-Order Gradient Cross Pattern for Automatic Depression Detection.
ACII Workshops
Mingyue Niu, Jianhua Tao, Bin Liu
2019 Misc conf
Loss and Double-edge-triggered Detector for Robust Small-footprint Keyword Spotting.
ICASSP
Bin Liu, Shuai Nie, Yaping Zhang, Shan Liang, Zhanlei Yang, Wenju Liu
2019 — conf
Noise Prior Knowledge Learning for Speech Enhancement via Gated Convolutional Generative Adversarial Network.
APSIPA
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen, Ye Bai
2019 J jnl
Towards Fine-Grained Prosody Control for Voice Conversion.
CoRR
Zheng Lian, Jianhua Tao, Zhengqi Wen, Bin Liu, Yibin Zheng, Rongxiu Zhong
2019 A conf
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition.
INTERSPEECH
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
2019 J jnl
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition.
CoRR
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
2019 — conf
Voice Activity Detection Based on Time-Delay Neural Networks.
APSIPA
Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Bin Liu
2018 — conf
A Novel Unified Framework for Speech Enhancement and Bandwidth Extension Based on Jointly Trained Neural Networks.
ISCSLP
Bin Liu, Jianhua Tao, Yibin Zheng
2018 Misc conf
Boosting Noise Robustness of Acoustic Model via Deep Adversarial Training.
ICASSP
Bin Liu, Shuai Nie, Yaping Zhang, Dengfeng Ke, Shan Liang, Wenju Liu
2018 J jnl
Boosting Noise Robustness of Acoustic Model via Deep Adversarial Training.
CoRR
Bin Liu, Shuai Nie, Yaping Zhang, Dengfeng Ke, Shan Liang, Wenju Liu
2018 J jnl
CTC Regularized Model Adaptation for Improving LSTM RNN Based Multi-Accent Mandarin Speech Recognition.
J. Signal Process. Syst.
Jiangyan Yi, Zhengqi Wen, Jianhua Tao, Hao Ni, Bin Liu
2018 A conf
Deep Noise Tracking Network: A Hybrid Signal Processing/Deep Learning Approach to Speech Enhancement.
INTERSPEECH
Shuai Nie, Shan Liang, Bin Liu, Yaping Zhang, Wenju Liu, Jianhua Tao
2018 J jnl
Deep Segment Attentive Embedding for Duration Robust Speaker Verification.
CoRR
Bin Liu, Shuai Nie, Yaping Zhang, Shan Liang, Wenju Liu
2018 J jnl
Distilling Knowledge Using Parallel Data for Far-field Speech Recognition.
CoRR
Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Bin Liu
2018 J jnl
Investigating Deep Neural Network Adaptation for Generating Exclamatory and Interrogative Speech in Mandarin.
J. Signal Process. Syst.
Yibin Zheng, Ya Li, Zhengqi Wen, Bin Liu, Jianhua Tao
2018 B conf
Stochastic Multiple Choice Learning for Acoustic Modeling.
IJCNN
Bin Liu, Shuai Nie, Shan Liang, Zhanlei Yang, Wenju Liu
2018 — conf
Utterance-level Permutation Invariant Training with Discriminative Learning for Single Channel Speech Separation.
ISCSLP
Cunhang Fan, Bin Liu, Jianhua Tao, Zhengqi Wen, Jiangyan Yi, Ye Bai
2017 Misc conf
A novel pitch extraction based on jointly trained deep BLSTM Recurrent Neural Networks with bottleneck features.
ICASSP
Bin Liu, Jianhua Tao, Dawei Zhang, Yibin Zheng
2017 A conf
Investigating Efficient Feature Representation Methods and Training Objective for BLSTM-Based Phone Duration Prediction.
INTERSPEECH
Yibin Zheng, Jianhua Tao, Zhengqi Wen, Ya Li, Bin Liu
2016 A conf
A Novel Research to Artificial Bandwidth Extension Based on Deep BLSTM Recurrent Neural Networks and Exemplar-Based Sparse Representation.
INTERSPEECH
Bin Liu, Jianhua Tao
2016 — conf
CTC regularized model adaptation for improving LSTM RNN based multi-accent Mandarin speech recognition.
ISCSLP
Jiangyan Yi, Hao Ni, Zhengqi Wen, Bin Liu, Jianhua Tao
2016 — conf
End-to-end keywords spotting based on connectionist temporal classification for Mandarin.
ISCSLP
Ye Bai, Jiangyan Yi, Hao Ni, Zhengqi Wen, Bin Liu, Ya Li, Jianhua Tao
2016 Misc conf
Extraction of tongue contour in real-time magnetic resonance imaging sequences.
ICASSP
Dawei Zhang, Minghao Yang, Jianhua Tao, Yang Wang, Bin Liu, Danish Bukhari
2016 — conf
Improving accented Mandarin speech recognition by using recurrent neural network based language model adaptation.
ISCSLP
Hao Ni, Jiangyan Yi, Zhengqi Wen, Bin Liu, Jianhua Tao
2016 — conf
Investigating deep neural network adaptation for generating exclamatory and interrogative speech in Mandarin.
ISCSLP
Yibin Zheng, Ya Li, Zhengqi Wen, Bin Liu, Jianhua Tao
2016 J jnl
Speech Enhancement Based on Analysis-Synthesis Framework with Improved Parameter Domain Enhancement.
J. Signal Process. Syst.
Bin Liu, Jianhua Tao, Zhengqi Wen, Fuyuan Mo
2016 — conf
Text-based sentential stress prediction using continuous lexical embedding for Mandarin speech synthesis.
ISCSLP
Yibin Zheng, Ya Li, Zhengqi Wen, Bin Liu, Jianhua Tao
2015 A conf
A novel method of artificial bandwidth extension using deep architecture.
INTERSPEECH
Bin Liu, Jianhua Tao, Zhengqi Wen, Ya Li, Danish Bukhari
2015 Misc conf
Estimate articulatory MRI series from acoustic signal using deep architecture.
ICASSP
Hao Li, Jianhua Tao, Minghao Yang, Bin Liu
2015 J jnl
User behavior fusion in dialog management with multi-modal history cues.
Multim. Tools Appl.
Minghao Yang, Jianhua Tao, Linlin Chao, Hao Li, Dawei Zhang, Hao Che, Tingli Gao, Bin Liu
2014 — conf
Context features based pre-selection and weight prediction in concatenation speech synthesis system.
ISCSLP
Shanfeng Liu, Zhengqi Wen, Ya Li, Jianhua Tao, Bin Liu
2014 — conf
Efficient voice activity detection algorithm based on sub-band temporal envelope and sub-band long-term signal variability.
ISCSLP
Bin Liu, Jianhua Tao, Fuyuan Mo, Ya Li, Zhengqi Wen, Shanfeng Liu