Bin Liu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 92

Top Topics

Motion Recognition

Speech Enhancement

Sentiment Analysis

Top Venues

Publications

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
MDPE: A Multimodal Deception Dataset with Personality and Emotional Characteristics. CoRR (2024)
Zheng Lian, Haiyang Sun, Licai Sun, Jiangyan Yi, Bin Liu, Jianhua Tao
AffectGPT: Dataset and Framework for Explainable Multimodal Emotion Recognition. CoRR (2024)
Zhuofan Wen, Fengyu Zhang, Siyuan Zhang, Haiyang Sun, Mingyu Xu, Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
Multimodal Fusion with Pre-Trained Model Features in Affective Behaviour Analysis In-the-wild. CoRR (2024)
Mingyu Xu, Zheng Lian, Bin Liu, Zerui Chen, Jianhua Tao
Pseudo Labels Regularization for Imbalanced Partial-Label Learning. ICASSP (2024)
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
HiCMAE: Hierarchical Contrastive Masked Autoencoder for self-supervised Audio-Visual Emotion Recognition. Inf. Fusion 108 (2024)
Zheng Lian, Bin Liu, Jianhua Tao
PIRNet: Personality-Enhanced Iterative Refinement Network for Emotion Recognition in Conversation. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
Efficient Multimodal Transformer With Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis. IEEE Trans. Affect. Comput. 15 (1) (2024)
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
MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition. CoRR (2024)
Cheng Liang, Chunhong Wu, Bin Liu
A Micro-expression Recognition Algorithm based on Dense Optical Flow and C3D Network. ICIGP (2024)
Licai Sun, Zheng Lian, Kexin Wang, Yu He, Mingyu Xu, Haiyang Sun, Bin Liu, Jianhua Tao
SVFAP: Self-supervised Video Facial Affect Perceiver. CoRR (2024)
Zheng Lian, Licai Sun, Haiyang Sun, Kang Chen, Zhuofan Wen, Hao Gu, Bin Liu, Jianhua Tao
GPT-4V with emotion: A zero-shot benchmark for Generalized Emotion Recognition. Inf. Fusion 108 (2024)
Mingyu Xu, Shun Chen, Zheng Lian, Bin Liu
Humor Detection System for MuSE 2023: Contextual Modeling, Pesudo Labelling, and Post-smoothing. MuSe@ACM Multimedia (2023)
Haiyang Sun, Zheng Lian, Bin Liu, Ying Li, Jianhua Tao, Licai Sun, Cong Cai, Meng Wang, Yuan Cheng
EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition. INTERSPEECH (2023)
Zheng Lian, Bin Liu, Jianhua Tao
SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition. IEEE Trans. Affect. Comput. 14 (3) (2023)
Shuo Liu, Weize Quan, Chaoqun Wang, Yuan Liu, Bin Liu, Dong-Ming Yan
Dense Modality Interaction Network for Audio-Visual Event Localization. IEEE Trans. Multim. 25 (2023)
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition. ACM Multimedia (2023)
Mingyue Niu, Jianhua Tao, Bin Liu, Jian Huang, Zheng Lian
Multimodal Spatiotemporal Representation for Automatic Depression Level Detection. IEEE Trans. Affect. Comput. 14 (1) (2023)
Haiyang Sun, Zheng Lian, Licai Sun, Bin Liu, Jianhua Tao
RMNAS: A Multimodal Neural Architecture Search Framework For Robust Multimodal Sentiment Analysis. CoRR (2023)
Zheng Lian, Lan Chen, Licai Sun, Bin Liu, Jianhua Tao
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Haiyang Sun, Zheng Lian, Bin Liu, Ying Li, Licai Sun, Cong Cai, Jianhua Tao, Meng Wang, Yuan Cheng
EmotionNAS: Two-stream Architecture Search for Speech Emotion Recognition. CoRR (2022)
Jiahao Lu, Bin Liu, Zheng Lian, Cong Cai, Jianhua Tao, Ziping Zhao
Prediction of Depression Severity Based on Transformer Encoder and CNN Model. ISCSLP (2022)
Yu He, Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao, Meng Wang, Yuan Cheng
Multimodal Temporal Attention in Sentiment Analysis. MuSe @ ACM Multimedia (2022)
Haiyang Sun, Zheng Lian, Bin Liu, Jianhua Tao, Licai Sun, Cong Cai, Yu He
Two-Aspect Information Interaction Model for ABAW4 Multi-task Challenge. ECCV Workshops (6) (2022)
Ke Xu, Bin Liu, Jianhua Tao, Zhao Lv, Cunhang Fan, Leichao Song
AHRNN: Attention-Based Hybrid Robust Neural Network for emotion recognition. Cogn. Comput. Syst. 4 (1) (2022)
Haiyang Sun, Zheng Lian, Bin Liu, Jianhua Tao, Licai Sun, Cong Cai
Two-Aspect Information Fusion Model For ABAW4 Multi-task Challenge. CoRR (2022)
Cong Cai, Bin Liu, Jianhua Tao, Zhengkun Tian, Jiahao Lu, Kexin Wang
End-to-End Network Based on Transformer for Automatic Detection of Covid-19. ICASSP (2022)
Licai Sun, Bin Liu, Jianhua Tao, Zheng Lian
Multimodal Cross- and Self-Attention Network for Speech Emotion Recognition. ICASSP (2021)
Mingyue Niu, Jianhua Tao, Bin Liu
Multi-Scale and Multi-Region Facial Discriminative Representation for Automatic Depression Level Prediction. ICASSP (2021)
Licai Sun, Mingyu Xu, Zheng Lian, Bin Liu, Jianhua Tao, Meng Wang, Yuan Cheng
Multimodal Emotion Recognition and Sentiment Analysis via Attention Enhanced Recurrent Model. MuSe @ ACM Multimedia (2021)
Jian Huang, Bin Liu, Jianhua Tao
Learning long-term temporal contexts using skip RNN for continuous emotion recognition. Virtual Real. Intell. Hardw. 3 (1) (2021)
Mingyue Niu, Bin Liu, Jianhua Tao, Qifei Li
A time-frequency channel attention and vectorization network for automatic depression level prediction. Neurocomputing 450 (2021)
Yongwei Li, Jianhua Tao, Donna Erickson, Bin Liu, Masato Akagi
$F_0$-Noise-Robust Glottal Source and Vocal Tract Analysis Based on ARX-LF Model. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Hang Pan, Lun Xie, Zhiliang Wang, Bin Liu, Minghao Yang, Jianhua Tao
Review of micro-expression spotting and recognition in video sequences. Virtual Real. Intell. Hardw. 3 (1) (2021)
Zheng Lian, Rongxiu Zhong, Zhengqi Wen, Bin Liu, Jianhua Tao
Towards Fine-Grained Prosody Control for Voice Conversion. ISCSLP (2021)
Hao Zhang, Bin Liu, Jianhua Tao, Zhao Lv
Facial Micro-Expression Recognition Based on Multi-Scale Temporal and Spatial Features. ICMI Companion (2021)
Cong Cai, Mingyue Niu, Bin Liu, Jianhua Tao, Xuefei Liu
TDCA-Net: Time-Domain Channel Attention Network for Depression Detection. Interspeech (2021)
Zheng Lian, Bin Liu, Jianhua Tao
DECN: Dialogical emotion correction network for conversational emotion recognition. Neurocomputing 454 (2021)
Zheng Lian, Bin Liu, Jianhua Tao
CTNet: Conversational Transformer Network for Emotion Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen, Leichao Song
Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning. ISCSLP (2021)
Cong Cai, Yu He, Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao, Mingyu Xu, Kexin Wang
Multimodal Sentiment Analysis based on Recurrent Neural Network and Multimodal Attention. MuSe @ ACM Multimedia (2021)
Cunhang Fan, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Bin Liu, Zhengqi Wen
Gated Recurrent Fusion With Joint Training Framework for Robust End-to-End Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang, Zhanlei Yang, Rongjun Li
Context-Dependent Domain Adversarial Neural Network for Multimodal Emotion Recognition. INTERSPEECH (2020)
Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen, Xuefei Liu
Deep Attention Fusion Feature for Speech Separation with End-to-End Post-filter Method. CoRR (2020)
Licai Sun, Zheng Lian, Jianhua Tao, Bin Liu, Mingyue Niu
Multi-modal Continuous Dimensional Emotion Recognition Using Recurrent Neural Network and Self-Attention Mechanism. MuSe @ ACM Multimedia (2020)
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang, Zhanlei Yang, Rongjun Li
Conversational Emotion Recognition Using Self-Attention Mechanisms and Graph Neural Networks. INTERSPEECH (2020)
Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen
Joint Training for Simultaneous Speech Denoising and Dereverberation with Deep Embedding Representations. INTERSPEECH (2020)
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen, Leichao Song
Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning. CoRR (2020)
Yongwei Li, Jianhua Tao, Bin Liu, Donna Erickson, Masato Akagi
Comparison of Glottal Source Parameter Values in Emotional Vowels. INTERSPEECH (2020)
Ke Xu, Bin Liu, Jianhua Tao, Zhao Lv, Qifei Li, Cunhang Fan
AMINN: Attention-Based Multi-Information Neural Network for Emotion Recognition. ICCPR (2020)
Cunhang Fan, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Bin Liu, Zhengqi Wen
Gated Recurrent Fusion with Joint Training Framework for Robust End-to-End Speech Recognition. CoRR (2020)
Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen
Simultaneous Denoising and Dereverberation Using Deep Embedding Features. CoRR (2020)
Jian Huang, Jianhua Tao, Bin Liu, Zheng Lian, Mingyue Niu
Multimodal Transformer Fusion for Continuous Emotion Recognition. ICASSP (2020)
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen
Spatial and spectral deep attention fusion for multi-channel speech separation using deep embedding features. CoRR (2020)
Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen, Xuefei Liu
End-to-End Post-Filter for Speech Separation With Deep Attention Fusion Features. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Jian Huang, Jianhua Tao, Bin Liu, Zheng Lian
Learning Utterance-Level Representations with Label Smoothing for Speech Emotion Recognition. INTERSPEECH (2020)
Wenxiang She, Zhao Lv, Jianhua Tao, Bin Liu, Mingyue Niu
Micro-Expression Recognition Based on Multiple Aggregation Networks. APSIPA (2020)
Ziping Zhao, Qifei Li, Nicholas Cummins, Bin Liu, Haishuai Wang, Jianhua Tao, Björn W. Schuller
Hybrid Network Feature Extraction for Depression Assessment from Speech. INTERSPEECH (2020)
Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen
Gated Recurrent Fusion of Spatial and Spectral Features for Multi-Channel Speech Separation with Deep Embedding Representations. INTERSPEECH (2020)
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition. INTERSPEECH (2019)
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
Conversational Emotion Analysis via Attention Mechanisms. CoRR (2019)
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen, Ye Bai
Noise Prior Knowledge Learning for Speech Enhancement via Gated Convolutional Generative Adversarial Network. APSIPA (2019)
Mingyue Niu, Jianhua Tao, Bin Liu, Cunhang Fan
-Norm Pooling. INTERSPEECH (2019)
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition. CoRR (2019)
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
Domain adversarial learning for emotion recognition. CoRR (2019)
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen
Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features. INTERSPEECH (2019)
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen
Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features. CoRR (2019)
Jian Huang, Jianhua Tao, Bin Liu, Zhen Lian, Mingyue Niu
Efficient Modeling of Long Temporal Contexts for Continuous Emotion Recognition. ACII (2019)
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
Conversational Emotion Analysis via Attention Mechanisms. INTERSPEECH (2019)
Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Bin Liu
Voice Activity Detection Based on Time-Delay Neural Networks. APSIPA (2019)
Bin Liu, Shuai Nie, Yaping Zhang, Shan Liang, Zhanlei Yang, Wenju Liu
Loss and Double-edge-triggered Detector for Robust Small-footprint Keyword Spotting. ICASSP (2019)
Mingyue Niu, Jianhua Tao, Bin Liu
Local Second-Order Gradient Cross Pattern for Automatic Depression Detection. ACII Workshops (2019)
Zheng Lian, Jianhua Tao, Zhengqi Wen, Bin Liu, Yibin Zheng, Rongxiu Zhong
Towards Fine-Grained Prosody Control for Voice Conversion. CoRR (2019)
Cunhang Fan, Bin Liu, Jianhua Tao, Zhengqi Wen, Jiangyan Yi, Ye Bai
Utterance-level Permutation Invariant Training with Discriminative Learning for Single Channel Speech Separation. ISCSLP (2018)
Jiangyan Yi, Zhengqi Wen, Jianhua Tao, Hao Ni, Bin Liu
CTC Regularized Model Adaptation for Improving LSTM RNN Based Multi-Accent Mandarin Speech Recognition. J. Signal Process. Syst. 90 (7) (2018)
Yibin Zheng, Ya Li, Zhengqi Wen, Bin Liu, Jianhua Tao
Investigating Deep Neural Network Adaptation for Generating Exclamatory and Interrogative Speech in Mandarin. J. Signal Process. Syst. 90 (7) (2018)
Bin Liu, Shuai Nie, Shan Liang, Zhanlei Yang, Wenju Liu
Stochastic Multiple Choice Learning for Acoustic Modeling. IJCNN (2018)
Bin Liu, Shuai Nie, Yaping Zhang, Dengfeng Ke, Shan Liang, Wenju Liu
Boosting Noise Robustness of Acoustic Model via Deep Adversarial Training. CoRR (2018)
Shuai Nie, Shan Liang, Bin Liu, Yaping Zhang, Wenju Liu, Jianhua Tao
Deep Noise Tracking Network: A Hybrid Signal Processing/Deep Learning Approach to Speech Enhancement. INTERSPEECH (2018)
Bin Liu, Shuai Nie, Yaping Zhang, Dengfeng Ke, Shan Liang, Wenju Liu
Boosting Noise Robustness of Acoustic Model via Deep Adversarial Training. ICASSP (2018)
Bin Liu, Shuai Nie, Yaping Zhang, Shan Liang, Wenju Liu
Deep Segment Attentive Embedding for Duration Robust Speaker Verification. CoRR (2018)
Bin Liu, Jianhua Tao, Yibin Zheng
A Novel Unified Framework for Speech Enhancement and Bandwidth Extension Based on Jointly Trained Neural Networks. ISCSLP (2018)
Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Bin Liu
Distilling Knowledge Using Parallel Data for Far-field Speech Recognition. CoRR (2018)
Yibin Zheng, Jianhua Tao, Zhengqi Wen, Ya Li, Bin Liu
Investigating Efficient Feature Representation Methods and Training Objective for BLSTM-Based Phone Duration Prediction. INTERSPEECH (2017)
Bin Liu, Jianhua Tao, Dawei Zhang, Yibin Zheng
A novel pitch extraction based on jointly trained deep BLSTM Recurrent Neural Networks with bottleneck features. ICASSP (2017)
Bin Liu, Jianhua Tao
A Novel Research to Artificial Bandwidth Extension Based on Deep BLSTM Recurrent Neural Networks and Exemplar-Based Sparse Representation. INTERSPEECH (2016)
Ye Bai, Jiangyan Yi, Hao Ni, Zhengqi Wen, Bin Liu, Ya Li, Jianhua Tao
End-to-end keywords spotting based on connectionist temporal classification for Mandarin. ISCSLP (2016)
Hao Ni, Jiangyan Yi, Zhengqi Wen, Bin Liu, Jianhua Tao
Improving accented Mandarin speech recognition by using recurrent neural network based language model adaptation. ISCSLP (2016)
Bin Liu, Jianhua Tao, Zhengqi Wen, Fuyuan Mo
Speech Enhancement Based on Analysis-Synthesis Framework with Improved Parameter Domain Enhancement. J. Signal Process. Syst. 82 (2) (2016)
Dawei Zhang, Minghao Yang, Jianhua Tao, Yang Wang, Bin Liu, Danish Bukhari
Extraction of tongue contour in real-time magnetic resonance imaging sequences. ICASSP (2016)
Yibin Zheng, Ya Li, Zhengqi Wen, Bin Liu, Jianhua Tao
Text-based sentential stress prediction using continuous lexical embedding for Mandarin speech synthesis. ISCSLP (2016)
Jiangyan Yi, Hao Ni, Zhengqi Wen, Bin Liu, Jianhua Tao
CTC regularized model adaptation for improving LSTM RNN based multi-accent Mandarin speech recognition. ISCSLP (2016)
Yibin Zheng, Ya Li, Zhengqi Wen, Bin Liu, Jianhua Tao
Investigating deep neural network adaptation for generating exclamatory and interrogative speech in Mandarin. ISCSLP (2016)
Minghao Yang, Jianhua Tao, Linlin Chao, Hao Li, Dawei Zhang, Hao Che, Tingli Gao, Bin Liu
User behavior fusion in dialog management with multi-modal history cues. Multim. Tools Appl. 74 (22) (2015)
Hao Li, Jianhua Tao, Minghao Yang, Bin Liu
Estimate articulatory MRI series from acoustic signal using deep architecture. ICASSP (2015)
Bin Liu, Jianhua Tao, Zhengqi Wen, Ya Li, Danish Bukhari
A novel method of artificial bandwidth extension using deep architecture. INTERSPEECH (2015)
Bin Liu, Jianhua Tao, Fuyuan Mo, Ya Li, Zhengqi Wen, Shanfeng Liu
Efficient voice activity detection algorithm based on sub-band temporal envelope and sub-band long-term signal variability. ISCSLP (2014)
Shanfeng Liu, Zhengqi Wen, Ya Li, Jianhua Tao, Bin Liu
Context features based pre-selection and weight prediction in concatenation speech synthesis system. ISCSLP (2014)