Zixing Zhang - RankMe

165 papers A* 11A 14B 10C 1Misc 32Journal 82Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	PLUM-Net: Prototype-Induced Label Structuring for Disentangled Multimodal Representation Network. AAAI Kehan Wang, Huan Zhao, Yong Wei, Xupeng Zha, Guanghui Ye, Cheng Zhu, Yiming Liu, Zixing Zhang
2026	A*	`conf`	SACodec: Asymmetric Quantization with Semantic Anchoring for Low-Bitrate High-Fidelity Neural Speech Codecs. AAAI Zhongren Dong, Bin Wang, Jing Han, Haotian Guo, Xiaojun Mo, Yimin Cao, Zixing Zhang
2025	A*	`conf`	AudioFab: Building A General and Intelligent Audio Factory through Tool Learning. ACM Multimedia Cheng Zhu, Jing Han, Qianshuai Xue, Kehan Wang, Huan Zhao, Zixing Zhang
2025	J	`jnl`	AudioFab: Building A General and Intelligent Audio Factory through Tool Learning. CoRR Cheng Zhu, Jing Han, Qianshuai Xue, Kehan Wang, Huan Zhao, Zixing Zhang
2025	J	`jnl`	BAHBench: A Unified Benchmark for Evaluating Bio-Acoustic Health With Acoustic Foundation Models. IEEE J. Biomed. Health Informatics Weixiang Xu, Zhongren Dong, Jing Peng, Runming Wang, Zixing Zhang
2025	J	`jnl`	Celler:A Genomic Language Model for Long-Tailed Single-Cell Annotation. CoRR Huan Zhao, Yiming Liu, Jina Yao, Ling Xiong, Zexin Zhou, Zixing Zhang
2025	J	`jnl`	DEBATE: A Dataset for Disentangling Textual Ambiguity in Mandarin Through Speech. CoRR Haotian Guo, Jing Han, Yongfeng Tu, Shihao Gao, Shengfan Shen, Wulong Xiang, Weihao Gan, Zixing Zhang
2025	Misc	`conf`	DSSM: Dual State Space Model For Human Motions Generation. ICASSP Yiming Liu, Huan Zhao, Yaqian Liu, Haijiao Chen, Bo Li, Guanghui Ye, Zixing Zhang
2025	A*	`conf`	Dual-View Learning for Conversational Emotion Recognition Through Context and Emotion-Shift Modeling. AAAI Xupeng Zha, Huan Zhao, Guanghui Ye, Zixing Zhang
2025	Misc	`conf`	Enhanced Multimodal Emotion Recognition in Conversations via Contextual Filtering and Multi-Frequency Graph Propagation. ICASSP Huan Zhao, Yingxue Gao, Haijiao Chen, Bo Li, Guanghui Ye, Zixing Zhang
2025	J	`jnl`	Federal parameter-efficient fine-tuning for speech emotion recognition. Expert Syst. Appl. Haijiao Chen, Huan Zhao, Zixing Zhang, Keqin Li
2025	J	`jnl`	Foundation Model-Based Evaluation of Neuropsychiatric Disorders: A Lifespan-Inclusive, Multi-Modal, and Multi-Lingual Study. IEEE J. Sel. Top. Signal Process. Zhongren Dong, Haotian Guo, Weixiang Xu, Huan Zhao, Zixing Zhang
2025	J	`jnl`	Foundation Model-based Evaluation of Neuropsychiatric Disorders: A Lifespan-Inclusive, Multi-Modal, and Multi-Lingual Study. CoRR Zhongren Dong, Haotian Guo, Weixiang Xu, Huan Zhao, Zixing Zhang
2025	Misc	`conf`	GateM ICASSP Weixiang Xu, Zhongren Dong, Runming Wang, Xinzhou Xu, Zixing Zhang
2025	Misc	`conf`	MHSDB: A Comprehensive Benchmark for Multimodal Humor and Sarcasm Detection Leveraging Foundation Models. ICASSP Zhongren Dong, Donghao Wang, Ciqiang Chen, Dong-Yan Huang, Zixing Zhang
2025	J	`jnl`	Modality Imbalance? Dynamic Multi-Modal Knowledge Distillation in Automatic Alzheimer's Disease Recognition. IEEE J. Biomed. Health Informatics Zhongren Dong, Weixiang Xu, Xinzhou Xu, Zixing Zhang
2025	A*	`conf`	PTalker: Personalized Speech-Driven 3D Talking Head Animation via Style Disentanglement and Modality Alignment. ACM Multimedia Bin Wang, Yang Xu, Huan Zhao, Hao Zhang, Zixing Zhang
2025	J	`jnl`	PTalker: Personalized Speech-Driven 3D Talking Head Animation via Style Disentanglement and Modality Alignment. CoRR Bin Wang, Yang Xu, Huan Zhao, Hao Zhang, Zixing Zhang
2025	J	`jnl`	ParaLBench: A Large-Scale Benchmark for Computational Paralinguistics Over Acoustic Foundation Models. IEEE Trans. Affect. Comput. Zixing Zhang, Weixiang Xu, Zhongren Dong, Kanglin Wang, Yimeng Wu, Jing Peng, Runming Wang, Dong-Yan Huang
2025	Misc	`conf`	Parameter-Efficient Federal-Tuning Enhances Privacy Preserving for Speech Emotion Recognition. ICASSP Haijiao Chen, Huan Zhao, Yingxue Gao, Yiming Liu, Zixing Zhang
2025	J	`jnl`	Pioneering Multimodal Emotion Recognition in the Era of Large Models: From Closed Sets to Open Vocabularies. CoRR Jing Han, Zhiqiang Gao, Shihao Gao, Jialing Liu, Hongyu Chen, Zixing Zhang, Björn W. Schuller
2025	A*	`conf`	ProsodyFM: Unsupervised Phrasing and Intonation Control for Intelligible Speech Synthesis. AAAI Xiangheng He, Junjie Chen, Zixing Zhang, Björn W. Schuller
2025	J	`jnl`	Reparameterization of Lightweight Transformer for On-Device Speech Emotion Recognition. IEEE Internet Things J. Zixing Zhang, Zhongren Dong, Weixiang Xu, Jing Han
2025	A*	`conf`	Rethinking Removal Attack and Fingerprinting Defense for Model Intellectual Property Protection: A Frequency Perspective. IJCAI Cheng Zhang, Yang Xu, Tingqiao Huang, Zixing Zhang
2025	J	`jnl`	Robust Hashing With Bilinear Drift for Image-Text Retrieval. IEEE Trans. Circuits Syst. Video Technol. Huan Zhao, Zeyi Li, Song Wang, Zixing Zhang, Keqin Li
2025	J	`jnl`	SACodec: Asymmetric Quantization with Semantic Anchoring for Low-Bitrate High-Fidelity Neural Speech Codecs. CoRR Zhongren Dong, Bin Wang, Jing Han, Haotian Guo, Xiaojun Mo, Yimin Cao, Zixing Zhang
2025	Misc	`conf`	SSE: A Speaking Style Extractor Based on Fine-Grained Contrastive Learning between Speech and Descriptive Text. ICASSP Zixing Zhang, Yimeng Wu, Zhongren Dong, Wulong Xiang, Shengfan Shen, Björn W. Schuller
2025	J	`jnl`	STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition. IEEE Trans. Affect. Comput. Yi Chang, Zhao Ren, Zixing Zhang, Xin Jing, Kun Qian, Xi Shao, Bin Hu, Tanja Schultz, Björn W. Schuller
2025	Misc	`conf`	Semi-Supervised Cognitive State Classification from Speech with Multi-View Pseudo-Labeling. ICASSP Yuanchao Li, Zixing Zhang, Jing Han, Peter Bell, Catherine Lai
2025	A*	`conf`	Structured Prompting and LLM Ensembling for Multimodal Conversational Aspect-based Sentiment Analysis. ACM Multimedia Zhiqiang Gao, Shihao Gao, Zixing Zhang, Yihao Guo, Hongyu Chen, Jing Han
2025	J	`jnl`	Structured Prompting and LLM Ensembling for Multimodal Conversational Aspect-based Sentiment Analysis. CoRR Zhiqiang Gao, Shihao Gao, Zixing Zhang, Yihao Guo, Hongyu Chen, Jing Han
2025	A*	`conf`	Tyee: A Unified, Modular, and Fully-Integrated Configurable Toolkit for Intelligent Physiological Health Care. ACM Multimedia Tao Zhou, Lingyu Shu, Zixing Zhang, Jing Han
2025	J	`jnl`	Tyee: A Unified, Modular, and Fully-Integrated Configurable Toolkit for Intelligent Physiological Health Care. CoRR Tao Zhou, Lingyu Shu, Zixing Zhang, Jing Han
2025	J	`jnl`	UniDE: A multi-level and low-resource framework for automatic dialogue evaluation via LLM-based data augmentation and multitask learning. Inf. Process. Manag. Guanghui Ye, Huan Zhao, Zixing Zhang, Zhihua Jiang
2025	Misc	`conf`	XDGesture: An xLSTM-based Diffusion Model for Co-speech Gesture Generation. ICASSP Zixing Zhang, Jiajun Li, Bin Wang, Yiming Liu, Huan Zhao, Björn W. Schuller
2024	Misc	`conf`	Adaptive Speech Emotion Representation Learning Based On Dynamic Graph. ICASSP Yingxue Gao, Huan Zhao, Zixing Zhang
2024	J	`jnl`	Adaptive Speech Emotion Representation Learning Based On Dynamic Graph. CoRR Yingxue Gao, Huan Zhao, Zixing Zhang
2024	J	`jnl`	An Angle-Oriented Approach to Transferring Speech to Gesture for Highly Anthropomorphized Embodied Conversational Agents. Int. J. Comput. Intell. Appl. Jiwei Liu, Zheng Qin, Zixing Zhang, Jixin Zhang
2024	Misc	`conf`	Customising General Large Language Models for Specialised Emotion Recognition Tasks. ICASSP Liyizhe Peng, Zixing Zhang, Tao Pang, Jing Han, Huan Zhao, Hao Chen, Björn W. Schuller
2024	J	`jnl`	Discriminative Feature Learning-Based Federated Lightweight Distillation Against Multiple Attacks. IEEE Internet Things J. Haijiao Chen, Huan Zhao, Zixing Zhang, Keqin Li
2024	J	`jnl`	ESIHGNN: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition. CoRR Xupeng Zha, Huan Zhao, Zixing Zhang
2024	—	`conf`	EmoTransKG: An Innovative Emotion Knowledge Graph to Reveal Emotion Transformation. ACL (Findings) Huan Zhao, Xupeng Zha, Zixing Zhang
2024	Misc	`conf`	Esihgnn: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition. ICASSP Xupeng Zha, Huan Zhao, Zixing Zhang
2024	J	`jnl`	Gradient-Level Differential Privacy Against Attribute Inference Attack for Speech Emotion Recognition. IEEE Signal Process. Lett. Haijiao Chen, Huan Zhao, Zixing Zhang
2024	Misc	`conf`	HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech. ICASSP Zhongren Dong, Zixing Zhang, Weixiang Xu, Jing Han, Jianjun Ou, Björn W. Schuller
2024	J	`jnl`	HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech. CoRR Zhongren Dong, Zixing Zhang, Weixiang Xu, Jing Han, Jianjun Ou, Björn W. Schuller
2024	J	`jnl`	Individual mapping and asymmetric dual supervision for discrete cross-modal hashing. Expert Syst. Appl. Song Wang, Huan Zhao, Zixing Zhang, Keqin Li
2024	Misc	`conf`	Intelligent Cardiac Auscultation for Murmur Detection via Parallel-Attentive Models with Uncertainty Estimation. ICASSP Zixing Zhang, Tao Pang, Jing Han, Björn W. Schuller
2024	J	`jnl`	Intelligent Cardiac Auscultation for Murmur Detection via Parallel-Attentive Models with Uncertainty Estimation. CoRR Zixing Zhang, Tao Pang, Jing Han, Björn W. Schuller
2024	—	`conf`	LSTDial: Enhancing Dialogue Generation via Long- and Short-Term Measurement Feedback. NAACL-HLT Guanghui Ye, Huan Zhao, Zixing Zhang, Xupeng Zha, Zhihua Jiang
2024	—	`conf`	Open Vocabulary Emotion Prediction Based on Large Multimodal Models. MRAC@MM Zixing Zhang, Zhongren Dong, Zhiqiang Gao, Shihao Gao, Donghao Wang, Ciqiang Chen, Yuhan Nie, Huan Zhao
2024	J	`jnl`	ParaLBench: A Large-Scale Benchmark for Computational Paralinguistics over Acoustic Foundation Models. CoRR Zixing Zhang, Weixiang Xu, Zhongren Dong, Kanglin Wang, Yimeng Wu, Jing Peng, Runming Wang, Dong-Yan Huang
2024	J	`jnl`	ProsodyFM: Unsupervised Phrasing and Intonation Control for Intelligible Speech Synthesis. CoRR Xiangheng He, Junjie Chen, Zixing Zhang, Björn W. Schuller
2024	J	`jnl`	Re-Parameterization of Lightweight Transformer for On-Device Speech Emotion Recognition. CoRR Zixing Zhang, Zhongren Dong, Weixiang Xu, Jing Han
2024	J	`jnl`	Refashioning Emotion Recognition Modeling: The Advent of Generalized Large Models. IEEE Trans. Comput. Soc. Syst. Zixing Zhang, Liyizhe Peng, Tao Pang, Jing Han, Huan Zhao, Björn W. Schuller
2024	J	`jnl`	STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition. CoRR Yi Chang, Zhao Ren, Zixing Zhang, Xin Jing, Kun Qian, Xi Shao, Bin Hu, Tanja Schultz, Björn W. Schuller
2024	J	`jnl`	Semi-Supervised Cognitive State Classification from Speech with Multi-View Pseudo-Labeling. CoRR Yuanchao Li, Zixing Zhang, Jing Han, Peter Bell, Catherine Lai
2023	J	`jnl`	ACG-EmoCluster: A Novel Framework to Capture Spatial and Temporal Information from Emotional Speech Enhanced by DeepCluster. Sensors Huan Zhao, Lixuan Li, Xupeng Zha, Yujiang Wang, Zhaoxin Xie, Zixing Zhang
2023	J	`jnl`	Customising General Large Language Models for Specialised Emotion Recognition Tasks. CoRR Liyizhe Peng, Zixing Zhang, Tao Pang, Jing Han, Huan Zhao, Hao Chen, Björn W. Schuller
2023	J	`jnl`	Diversifying Emotional Dialogue Generation via Selective Adversarial Training. Sensors Bo Li, Huan Zhao, Zixing Zhang
2023	—	`conf`	Frequency Domain Feature Learning with Wavelet Transform for Image Translation. PRICAI (3) Huan Zhao, Yujiang Wang, Tingting Li, Song Wang, Lixuan Li, Xupeng Zha, Zixing Zhang
2023	B	`conf`	GCFormer: A Graph Convolutional Transformer for Speech Emotion Recognition. ICMI Yingxue Gao, Huan Zhao, Yufeng Xiao, Zixing Zhang
2023	Misc	`conf`	Privacy-Enhanced Federated Learning Against Attribute Inference Attack for Speech Emotion Recognition. ICASSP Huan Zhao, Haijiao Chen, Yufeng Xiao, Zixing Zhang
2023	J	`jnl`	Refashioning Emotion Recognition Modelling: The Advent of Generalised Large Models. CoRR Zixing Zhang, Liyizhe Peng, Tao Pang, Jing Han, Huan Zhao, Björn W. Schuller
2023	A	`conf`	Speaker-aware Cross-modal Fusion Architecture for Conversational Emotion Recognition. INTERSPEECH Huan Zhao, Bo Li, Zixing Zhang
2023	Misc	`conf`	Zero-Shot Speech Emotion Recognition Using Generative Learning with Reconstructed Prototypes. ICASSP Xinzhou Xu, Jun Deng, Zixing Zhang, Zhen Yang, Björn W. Schuller
2022	Misc	`conf`	Automatic Respiratory Sound Classification Via Multi-Branch Temporal Convolutional Network. ICASSP Ziping Zhao, Zhen Gong, Mingyue Niu, Jiali Ma, Haishuai Wang, Zixing Zhang, Ya Li
2022	—	`conf`	Deliberation Selector for Knowledge-Grounded Conversation Generation. PRICAI (3) Huan Zhao, Yiqing Wang, Bo Li, Song Wang, Zixing Zhang, Xupeng Zha
2022	J	`jnl`	Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression. CoRR Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Xin Jing, Vincent Karas, Jiangjian Xie, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
2022	J	`jnl`	Exploring Zero-Shot Emotion Recognition in Speech Using Semantic-Embedding Prototypes. IEEE Trans. Multim. Xinzhou Xu, Jun Deng, Nicholas Cummins, Zixing Zhang, Li Zhao, Björn W. Schuller
2022	J	`jnl`	Rethinking Auditory Affective Descriptors Through Zero-Shot Emotion Recognition in Speech. IEEE Trans. Comput. Soc. Syst. Xinzhou Xu, Jun Deng, Zixing Zhang, Xijian Fan, Li Zhao, Laurence Devillers, Björn W. Schuller
2021	J	`jnl`	Artificial Intelligence Internet of Things for the Elderly: From Assisted Living to Health-Care Monitoring. IEEE Signal Process. Mag. Kun Qian, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
2021	J	`jnl`	Can Machine Learning Assist Locating the Excitation of Snore Sound? A Review. IEEE J. Biomed. Health Informatics Kun Qian, Christoph Janott, Maximilian Schmitt, Zixing Zhang, Clemens Heiser, Werner Hemmert, Yoshiharu Yamamoto, Björn W. Schuller
2021	J	`jnl`	Combining a parallel 2D CNN with a self-attention Dilated Residual Network for CTC-based discrete speech emotion recognition. Neural Networks Ziping Zhao, Qifei Li, Zixing Zhang, Nicholas Cummins, Haishuai Wang, Jianhua Tao, Björn W. Schuller
2021	J	`jnl`	Computer Audition for Fighting the SARS-CoV-2 Corona Crisis - Introducing the Multitask Speech Corpus for COVID-19. IEEE Internet Things J. Kun Qian, Maximilian Schmitt, Huaiyuan Zheng, Tomoya Koike, Jing Han, Juan Liu, Wei Ji, Junjun Duan, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
2021	J	`jnl`	Deep Learning for Mobile Mental Health: Challenges and recent advances. IEEE Signal Process. Mag. Jing Han, Zixing Zhang, Cecilia Mascolo, Elisabeth André, Jianhua Tao, Ziping Zhao, Björn W. Schuller
2021	J	`jnl`	EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings. IEEE Trans. Affect. Comput. Jing Han, Zixing Zhang, Zhao Ren, Björn W. Schuller
2021	J	`jnl`	Exploring Perception Uncertainty for Emotion Recognition in Dyadic Conversation and Music Listening. Cogn. Comput. Jing Han, Zixing Zhang, Zhao Ren, Björn W. Schuller
2021	Misc	`conf`	Identifying surgical-mask speech using deep neural networks on low-level aggregation. SAC Xinzhou Xu, Jun Deng, Zixing Zhang, Chen Wu, Björn W. Schuller
2021	J	`jnl`	Internet of emotional people: Towards continual affective computing cross cultures via audiovisual signals. Future Gener. Comput. Syst. Jing Han, Zixing Zhang, Maja Pantic, Björn W. Schuller
2021	J	`jnl`	Learning audio sequence representations for acoustic event classification. Expert Syst. Appl. Zixing Zhang, Ding Liu, Jing Han, Kun Qian, Björn W. Schuller
2021	J	`jnl`	Self-attention transfer networks for speech emotion recognition. Virtual Real. Intell. Hardw. Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Shihuang Sun, Haishuai Wang, Jianhua Tao, Björn W. Schuller
2020	A	`conf`	An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety. INTERSPEECH Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
2020	J	`jnl`	An Early Study on Intelligent Analysis of Speech under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety. CoRR Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
2020	J	`jnl`	Automatic Assessment of Depression From Speech via a Hierarchical Attention Transfer Network and Attention Autoencoders. IEEE J. Sel. Top. Signal Process. Ziping Zhao, Zhongtian Bao, Zixing Zhang, Jun Deng, Nicholas Cummins, Haishuai Wang, Jianhua Tao, Björn W. Schuller
2020	J	`jnl`	Exploiting time-frequency patterns with LSTM-RNNs for low-bitrate audio restoration. Neural Comput. Appl. Jun Deng, Björn W. Schuller, Florian Eyben, Dagmar Schuller, Zixing Zhang, Holly Francois, Eunmi Oh
2020	Misc	`conf`	Generating and Protecting Against Adversarial Attacks for Deep Speech-Based Emotion Recognition Models. ICASSP Zhao Ren, Alice Baird, Jing Han, Zixing Zhang, Björn W. Schuller
2020	J	`jnl`	Guest Editorial Special Issue on Adversarial Learning in Computational Intelligence. IEEE Trans. Emerg. Top. Comput. Intell. Zixing Zhang, Dimitris N. Metaxas, Hung-yi Lee, Björn W. Schuller
2020	Misc	`conf`	Hierarchical Attention Transfer Networks for Depression Assessment from Speech. ICASSP Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Haishuai Wang, Björn W. Schuller
2020	J	`jnl`	Robust Semisupervised Generative Adversarial Networks for Speech Emotion Recognition via Distribution Smoothness. IEEE Access Huan Zhao, Yufeng Xiao, Zixing Zhang
2020	J	`jnl`	Snore-GANs: Improving Automatic Snore Sound Classification With Synthesized Data. IEEE J. Biomed. Health Informatics Zixing Zhang, Jing Han, Kun Qian, Christoph Janott, Yanan Guo, Björn W. Schuller
2019	J	`jnl`	Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives [Review Article]. IEEE Comput. Intell. Mag. Jing Han, Zixing Zhang, Björn W. Schuller
2019	J	`jnl`	Attention-Augmented End-to-End Multi-Task Learning for Emotion Prediction from Speech. CoRR Zixing Zhang, Bingwen Wu, Björn W. Schuller
2019	A	`conf`	Attention-Enhanced Connectionist Temporal Classification for Discrete Speech Emotion Recognition. INTERSPEECH Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Haishuai Wang, Björn W. Schuller
2019	Misc	`conf`	Attention-augmented End-to-end Multi-task Learning for Emotion Prediction from Speech. ICASSP Zixing Zhang, Bingwen Wu, Björn W. Schuller
2019	B	`conf`	Audiovisual Analysis for Recognising Frustration during Game-Play: Introducing the Multimodal Game Frustration Database. ACII Meishu Song, Zijiang Yang, Alice Baird, Emilia Parada-Cabaleiro, Zixing Zhang, Ziping Zhao, Björn W. Schuller
2019	—	`conf`	Automatic Detection of Major Depressive Disorder via a Bag-of-Behaviour-Words Approach. ISICDM Kun Qian, Hiroyuki Kuromiya, Zhao Ren, Maximilian Schmitt, Zixing Zhang, Toru Nakamura, Kazuhiro Yoshiuchi, Björn W. Schuller, Yoshiharu Yamamoto
2019	A	`conf`	Autonomous Emotion Learning in Speech: A View of Zero-Shot Speech Emotion Recognition. INTERSPEECH Xinzhou Xu, Jun Deng, Nicholas Cummins, Zixing Zhang, Li Zhao, Björn W. Schuller
2019	Misc	`conf`	Compact Convolutional Recurrent Neural Networks via Binarization for Speech Emotion Recognition. ICASSP Huan Zhao, Yufeng Xiao, Jing Han, Zixing Zhang
2019	J	`jnl`	Dynamic Difficulty Awareness Training for Continuous Emotion Prediction. IEEE Trans. Multim. Zixing Zhang, Jing Han, Eduardo Coutinho, Björn W. Schuller
2019	J	`jnl`	EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings. CoRR Jing Han, Zixing Zhang, Zhao Ren, Björn W. Schuller
2019	J	`jnl`	Exploring Deep Spectrum Representations via Attention-Based Recurrent and Convolutional Neural Networks for Speech Emotion Recognition. IEEE Access Ziping Zhao, Zhongtian Bao, Yiqin Zhao, Zixing Zhang, Nicholas Cummins, Zhao Ren, Björn W. Schuller
2019	Misc	`conf`	Implicit Fusion by Joint Audiovisual Training for Emotion Recognition in Mono Modality. ICASSP Jing Han, Zixing Zhang, Zhao Ren, Björn W. Schuller
2019	J	`jnl`	Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data. CoRR Zixing Zhang, Jing Han, Kun Qian, Christoph Janott, Yanan Guo, Björn W. Schuller
2019	—	`conf`	Teaching Machines to Know Your Depressive State: On Physical Activity in Health and Major Depressive Disorder. EMBC Kun Qian, Hiroyuki Kuromiya, Zixing Zhang, Jinhyuk Kim, Toru Nakamura, Kazuhiro Yoshiuchi, Björn W. Schuller, Yoshiharu Yamamoto
2019	B	`conf`	VCMNet: Weakly Supervised Learning for Automatic Infant Vocalisation Maturity Analysis. ICMI Najla Al Futaisi, Zixing Zhang, Alejandrina Cristià, Anne S. Warlaumont, Björn W. Schuller
2018	J	`jnl`	Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives. CoRR Jing Han, Zixing Zhang, Nicholas Cummins, Björn W. Schuller
2018	A	`conf`	Automated Classification of Children's Linguistic versus Non-Linguistic Vocalisations. INTERSPEECH Zixing Zhang, Alejandrina Cristià, Anne S. Warlaumont, Björn W. Schuller
2018	A	`conf`	Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech. INTERSPEECH Jing Han, Zixing Zhang, Maximilian Schmitt, Zhao Ren, Fabien Ringeval, Björn W. Schuller
2018	J	`jnl`	Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments. ACM Trans. Intell. Syst. Technol. Zixing Zhang, Jürgen T. Geiger, Jouni Pohjalainen, Amr El-Desoky Mousa, Wenyu Jin, Björn W. Schuller
2018	J	`jnl`	Deep Scalogram Representations for Acoustic Scene Classification. IEEE CAA J. Autom. Sinica Zhao Ren, Kun Qian, Yebin Wang, Zixing Zhang, Vedhas Pandit, Alice Baird, Björn W. Schuller
2018	J	`jnl`	Dynamic Difficulty Awareness Training for Continuous Emotion Prediction. CoRR Zixing Zhang, Jing Han, Eduardo Coutinho, Björn W. Schuller
2018	A	`conf`	Evolving Learning for Analysing Mood-Related Infant Vocalisation. INTERSPEECH Zixing Zhang, Jing Han, Kun Qian, Björn W. Schuller
2018	B	`conf`	Exploring A New Method for Food Likability Rating Based on DT-CWT Theory. ICMI Ya'nan Guo, Jing Han, Zixing Zhang, Björn W. Schuller, Yide Ma
2018	A	`conf`	Exploring Spatio-Temporal Representations by Integrating Attention-based Bidirectional-LSTM-RNNs and FCNs for Speech Emotion Recognition. INTERSPEECH Ziping Zhao, Yu Zheng, Zixing Zhang, Haishuai Wang, Yiqin Zhao, Chao Li
2018	J	`jnl`	Leveraging Unlabeled Data for Emotion Recognition With Enhanced Collaborative Semi-Supervised Learning. IEEE Access Zixing Zhang, Jing Han, Jun Deng, Xinzhou Xu, Fabien Ringeval, Björn W. Schuller
2018	J	`jnl`	Semisupervised Autoencoders for Speech Emotion Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz, Björn W. Schuller
2018	J	`jnl`	Snoring classified: The Munich-Passau Snore Sound Corpus. Comput. Biol. Medicine Christoph Janott, Maximilian Schmitt, Yue Zhang, Kun Qian, Vedhas Pandit, Zixing Zhang, Clemens Heiser, Winfried Hohenhorst, Michael Herzog, Werner Hemmert, Björn W. Schuller
2018	Misc	`conf`	Towards Conditional Adversarial Training for Predicting Emotions from Speech. ICASSP Jing Han, Zixing Zhang, Zhao Ren, Fabien Ringeval, Björn W. Schuller
2017	J	`jnl`	A Two-Dimensional Framework of Multiple Kernel Subspace Learning for Recognizing Emotion in Speech. IEEE ACM Trans. Audio Speech Lang. Process. Xinzhou Xu, Jun Deng, Nicholas Cummins, Zixing Zhang, Chen Wu, Li Zhao, Björn W. Schuller
2017	J	`jnl`	Advanced Data Exploitation in Speech Analysis: An overview. IEEE Signal Process. Mag. Zixing Zhang, Nicholas Cummins, Björn W. Schuller
2017	J	`jnl`	Classification of the Excitation Location of Snore Sounds in the Upper Airway by Acoustic Multifeature Analysis. IEEE Trans. Biomed. Eng. Kun Qian, Christoph Janott, Vedhas Pandit, Zixing Zhang, Clemens Heiser, Winfried Hohenhorst, Michael Herzog, Werner Hemmert, Björn W. Schuller
2017	J	`jnl`	Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments. CoRR Zixing Zhang, Jürgen T. Geiger, Jouni Pohjalainen, Amr El-Desoky Mousa, Björn W. Schuller
2017	—	`conf`	Deep Sequential Image Features on Acoustic Scene Classification. DCASE Zhao Ren, Vedhas Pandit, Kun Qian, Zijiang Yang, Zixing Zhang, Björn W. Schuller
2017	A*	`conf`	From Hard to Soft: Towards more Human-like Emotion Recognition by Modelling the Perception Uncertainty. ACM Multimedia Jing Han, Zixing Zhang, Maximilian Schmitt, Maja Pantic, Björn W. Schuller
2017	J	`jnl`	Learning Audio Sequence Representations for Acoustic Event Classification. CoRR Zixing Zhang, Ding Liu, Jing Han, Björn W. Schuller
2017	Misc	`conf`	Prediction-based learning for continuous emotion recognition in speech. ICASSP Jing Han, Zixing Zhang, Fabien Ringeval, Björn W. Schuller
2017	J	`jnl`	Recognizing Emotions From Whispered Speech Based on Acoustic Feature Transfer Learning. IEEE Access Jun Deng, Sascha Frühholz, Zixing Zhang, Björn W. Schuller
2017	Misc	`conf`	Reconstruction-error-based learning for continuous emotion recognition in speech. ICASSP Jing Han, Zixing Zhang, Fabien Ringeval, Björn W. Schuller
2017	J	`jnl`	Strength modelling for real-worldautomatic continuous affect recognition from audiovisual signals. Image Vis. Comput. Jing Han, Zixing Zhang, Nicholas Cummins, Fabien Ringeval, Björn W. Schuller
2017	A	`conf`	Towards Intelligent Crowdsourcing for Audio Data Annotation: Integrating Active Learning in the Real World. INTERSPEECH Simone Hantke, Zixing Zhang, Björn W. Schuller
2017	B	`conf`	Towards intoxicated speech recognition. IJCNN Zixing Zhang, Felix Weninger, Martin Wöllmer, Jing Han, Björn W. Schuller
2017	J	`jnl`	Universum Autoencoder-Based Domain Adaptation for Speech Emotion Recognition. IEEE Signal Process. Lett. Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz, Björn W. Schuller
2017	—	`conf`	Wavelets Revisited for the Classification of Acoustic Scenes. DCASE Kun Qian, Zhao Ren, Vedhas Pandit, Zijiang Yang, Zixing Zhang, Björn W. Schuller
2016	Misc	`conf`	Enhanced semi-supervised learning for multimodal emotion recognition. ICASSP Zixing Zhang, Fabien Ringeval, Bin Dong, Eduardo Coutinho, Erik Marchi, Björn W. Schuller
2016	J	`jnl`	Exploitation of Phase-Based Features for Whispered Speech Emotion Recognition. IEEE Access Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz, Björn W. Schuller
2016	A	`conf`	Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks. INTERSPEECH Zixing Zhang, Fabien Ringeval, Jing Han, Jun Deng, Erik Marchi, Björn W. Schuller
2016	—	`conf`	Fisher Kernels on Phase-Based Features for Speech Emotion Recognition. IWSDS Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz, Didier Grandjean, Björn W. Schuller
2016	B	`conf`	Multiscale kernel locally penalised discriminant analysis exemplified by emotion recognition in speech. ICMI Xinzhou Xu, Jun Deng, Maryna Gavryukova, Zixing Zhang, Li Zhao, Björn W. Schuller
2016	A*	`conf`	Spectral and Cepstral Audio Noise Reduction Techniques in Speech Emotion Recognition. ACM Multimedia Jouni Pohjalainen, Fabien Ringeval, Zixing Zhang, Björn W. Schuller
2016	—	`conf`	The University of Passau Open Emotion Recognition System for the Multimodal Emotion Challenge. CCPR (2) Jun Deng, Nicholas Cummins, Jing Han, Xinzhou Xu, Zhao Ren, Vedhas Pandit, Zixing Zhang, Björn W. Schuller
2016	Misc	`conf`	Wavelet features for classification of vote snore sounds. ICASSP Kun Qian, Christoph Janott, Zixing Zhang, Clemens Heiser, Björn W. Schuller
2015	—	`conf`	Bird sounds classification by large scale acoustic features and extreme learning machine. GlobalSIP Kun Qian, Zixing Zhang, Fabien Ringeval, Björn W. Schuller
2015	J	`jnl`	Cooperative Learning and its Application to Emotion Recognition from Speech. IEEE ACM Trans. Audio Speech Lang. Process. Zixing Zhang, Eduardo Coutinho, Jun Deng, Björn W. Schuller
2015	B	`conf`	Dynamic Active Learning Based on Agreement and Applied to Emotion Recognition in Spoken Interactions. ICMI Yue Zhang, Eduardo Coutinho, Zixing Zhang, Caijiao Quan, Björn W. Schuller
2015	B	`conf`	On rater reliability and agreement based dynamic active learning. ACII Yue Zhang, Eduardo Coutinho, Björn W. Schuller, Zixing Zhang, Michael G. Adam
2015	—	`—`	Semi-Autonomous Data Enrichment and Optimisation for Intelligent Speech Analysis. Zixing Zhang
2014	J	`jnl`	Autoencoder-based Unsupervised Domain Adaptation for Speech Emotion Recognition. IEEE Signal Process. Lett. Jun Deng, Zixing Zhang, Florian Eyben, Björn W. Schuller
2014	J	`jnl`	Channel mapping using bidirectional long short-term memory for dereverberation in hands-free voice controlled devices. IEEE Trans. Consumer Electron. Zixing Zhang, Joel Pinto, Christian Plahl, Björn W. Schuller, Daniel Willett
2014	J	`jnl`	Distributing Recognition in Computational Paralinguistics. IEEE Trans. Affect. Comput. Zixing Zhang, Eduardo Coutinho, Jun Deng, Björn W. Schuller
2014	Misc	`conf`	Introducing shared-hidden-layer autoencoders for transfer learning and their application in acoustic emotion recognition. ICASSP Jun Deng, Rui Xia, Zixing Zhang, Yang Liu, Björn W. Schuller
2014	B	`conf`	Linked Source and Target Domain Subspace Feature Transfer Learning - Exemplified by Speech Emotion Recognition. ICPR Jun Deng, Zixing Zhang, Björn W. Schuller
2014	A	`conf`	Robust speech recognition using long short-term memory recurrent neural networks for hybrid acoustic modelling. INTERSPEECH Jürgen T. Geiger, Zixing Zhang, Felix Weninger, Björn W. Schuller, Gerhard Rigoll
2013	A	`conf`	Active learning by label uncertainty for acoustic emotion recognition. INTERSPEECH Zixing Zhang, Jun Deng, Erik Marchi, Björn W. Schuller
2013	Misc	`conf`	Co-training succeeds in Computational Paralinguistics. ICASSP Zixing Zhang, Jun Deng, Björn W. Schuller
2013	Misc	`conf`	Feature enhancement by bidirectional LSTM networks for conversational speech recognition in highly non-stationary noise. ICASSP Martin Wöllmer, Zixing Zhang, Felix Weninger, Björn W. Schuller, Gerhard Rigoll
2013	B	`conf`	Sparse Autoencoder-Based Feature Transfer Learning for Speech Emotion Recognition. ACII Jun Deng, Zixing Zhang, Erik Marchi, Björn W. Schuller
2012	A	`conf`	Active Learning by Sparse Instance Tracking and Classifier Confidence in Acoustic Emotion Recognition. INTERSPEECH Zixing Zhang, Björn W. Schuller
2012	Misc	`conf`	Automatic recognition of emotion evoked by general sound events. ICASSP Björn W. Schuller, Simone Hantke, Felix Weninger, Wenjing Han, Zixing Zhang, Shrikanth S. Narayanan
2012	Misc	`conf`	Semi-supervised learning helps in sound event classification. ICASSP Zixing Zhang, Björn W. Schuller
2012	J	`jnl`	Synthesized speech for model training in cross-corpus recognition of human emotion. Int. J. Speech Technol. Björn W. Schuller, Zixing Zhang, Felix Weninger, Felix Burkhardt
2012	—	`conf`	Towards Automatic Intoxication Detection from Speech in Real-Life Acoustic Environments. ITG Conference on Speech Communication Zixing Zhang, Felix Weninger, Björn W. Schuller
2012	—	`conf`	Towards distributed recognition of emotion from speech. ISCCSP Wenjing Han, Zixing Zhang, Jun Deng, Martin Wöllmer, Felix Weninger, Björn W. Schuller
2011	C	`conf`	Unsupervised learning in cross-corpus acoustic emotion recognition. ASRU Zixing Zhang, Felix Weninger, Martin Wöllmer, Björn W. Schuller
2011	A	`conf`	Using Multiple Databases for Training in Emotion Recognition: To Unite or to Vote? INTERSPEECH Björn W. Schuller, Zixing Zhang, Felix Weninger, Gerhard Rigoll