Dimensionality reduction for speech emotion features by multiscale kernels. - Xinzhou Xu; Jun Deng; Wenming Zheng; Li Zhao 003; Björn W. Schuller (INTERSPEECH, 2015)

The University of Passau Open Emotion Recognition System for the Multimodal Emotion Challenge. - Jun Deng; Nicholas Cummins; Jing Han 010; Xinzhou Xu; Zhao Ren; Vedhas Pandit; Zixing Zhang 001; Björn W. Schuller (CCPR (2), 2016)

Pairwise Decomposition with Deep Neural Networks and Multiscale Kernel Subspace Learning for Acoustic Scene Classification. - Erik Marchi; Dario Tonelli; Xinzhou Xu; Fabien Ringeval; Jun Deng; Stefano Squartini; Björn W. Schuller (DCASE, 2016)

Multiscale kernel locally penalised discriminant analysis exemplified by emotion recognition in speech. - Xinzhou Xu; Jun Deng; Maryna Gavryukova; Zixing Zhang 001; Li Zhao 003; Björn W. Schuller (ICMI, 2016)

Fisher Kernels on Phase-Based Features for Speech Emotion Recognition. - Jun Deng; Xinzhou Xu; Zixing Zhang 001; Sascha Frühholz; Didier Grandjean; Björn W. Schuller (IWSDS, 2016)

Exploitation of Phase-Based Features for Whispered Speech Emotion Recognition. - Jun Deng; Xinzhou Xu; Zixing Zhang 001; Sascha Frühholz; Björn W. Schuller (IEEE Access, 2016)

Universum Autoencoder-Based Domain Adaptation for Speech Emotion Recognition. - Jun Deng; Xinzhou Xu; Zixing Zhang 001; Sascha Frühholz; Björn W. Schuller (IEEE Signal Process. Lett., 2017)

A Two-Dimensional Framework of Multiple Kernel Subspace Learning for Recognizing Emotion in Speech. - Xinzhou Xu; Jun Deng; Nicholas Cummins; Zixing Zhang 001; Chen Wu; Li Zhao 003; Björn W. Schuller (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Leveraging Unlabeled Data for Emotion Recognition With Enhanced Collaborative Semi-Supervised Learning. - Zixing Zhang 001; Jing Han 010; Jun Deng; Xinzhou Xu; Fabien Ringeval; Björn W. Schuller (IEEE Access, 2018)

Semisupervised Autoencoders for Speech Emotion Recognition. - Jun Deng; Xinzhou Xu; Zixing Zhang 001; Sascha Frühholz; Björn W. Schuller (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Autonomous Emotion Learning in Speech: A View of Zero-Shot Speech Emotion Recognition. - Xinzhou Xu; Jun Deng; Nicholas Cummins; Zixing Zhang 001; Li Zhao 003; Björn W. Schuller (INTERSPEECH, 2019)

Connecting Subspace Learning and Extreme Learning Machine in Speech Emotion Recognition. - Xinzhou Xu; Jun Deng; Eduardo Coutinho; Chen Wu; Li Zhao 003; Björn W. Schuller (IEEE Trans. Multim., 2019)

Identifying surgical-mask speech using deep neural networks on low-level aggregation. - Xinzhou Xu; Jun Deng; Zixing Zhang 001; Chen Wu; Björn W. Schuller (SAC, 2021)

Adaptive Generalized Cross-Entropy Loss for Sound Event Classification with Noisy Labels. - Jun Deng; Chunhui Gao; Qian Feng; Xinzhou Xu; Zhaopeng Chen (WASPAA, 2021)

Zero-Shot Audio Classification Using Synthesised Classifiers and Pre-Trained Models. - Zheng Gu; Xinzhou Xu; Shuo Liu 012; Björn W. Schuller (CISP-BMEI, 2022)

Convolutional-Recurrent Neural Networks With Multiple Attention Mechanisms for Speech Emotion Recognition. - Pengxu Jiang; Xinzhou Xu; Huawei Tao; Li Zhao 003; Cairong Zou (IEEE Trans. Cogn. Dev. Syst., 2022)

Rethinking Auditory Affective Descriptors Through Zero-Shot Emotion Recognition in Speech. - Xinzhou Xu; Jun Deng; Zixing Zhang 001; Xijian Fan; Li Zhao 003; Laurence Devillers; Björn W. Schuller (IEEE Trans. Comput. Soc. Syst., 2022)

Exploring Zero-Shot Emotion Recognition in Speech Using Semantic-Embedding Prototypes. - Xinzhou Xu; Jun Deng; Nicholas Cummins; Zixing Zhang 001; Li Zhao 003; Björn W. Schuller (IEEE Trans. Multim., 2022)

Zero-Shot Speech Emotion Recognition Using Generative Learning with Reconstructed Prototypes. - Xinzhou Xu; Jun Deng; Zixing Zhang 001; Zhen Yang; Björn W. Schuller (ICASSP, 2023)

Speaker Recognition Using Isomorphic Graph Attention Network Based Pooling on Self-Supervised Representation. - Zirui Ge; Xinzhou Xu; Haiyan Guo; Tingting Wang; Zhen Yang 001 (CoRR, 2023)

DGPN: A Dual Graph Prototypical Network for Few-Shot Speech Spoofing Algorithm Recognition. - Zirui Ge; Xinzhou Xu; Haiyan Guo; Tingting Wang; Zhen Yang; Björn W. Schuller (INTERSPEECH, 2024)

Speech Emotion Detection Using Fusion on Multi-Source Low-Level Information Based Recurrent Branches. - Jiaxin Wu; Bing Li; Li Zhao; Xinzhou Xu (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2024)

GNCL: A Graph Neural Network with Consistency Loss for Segment-Level Spoofed Speech Detection. - Zirui Ge; Xinzhou Xu; Haiyan Guo; Zhen Yang; Björn W. Schuller (ICASSP, 2025)

GateM2Former: Gated Feature Selection and Expert Modeling in Multimodal Emotion Recognition. - Weixiang Xu; Zhongren Dong; Runming Wang; Xinzhou Xu; Zixing Zhang 001 (ICASSP, 2025)

Request and complaint recognition in call-center speech using a pointwise-convolution recurrent network. - Zhipeng Yin; Xinzhou Xu; Björn W. Schuller (Int. J. Speech Technol., 2025)

Modality Imbalance? Dynamic Multi-Modal Knowledge Distillation in Automatic Alzheimer's Disease Recognition. - Zhongren Dong; Weixiang Xu; Xinzhou Xu; Zixing Zhang 001 (IEEE J. Biomed. Health Informatics, 2025)