Xinzhou Xu

27 papers A 3B 1Misc 4Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2025 Misc conf
GNCL: A Graph Neural Network with Consistency Loss for Segment-Level Spoofed Speech Detection.
ICASSP
Zirui Ge, Xinzhou Xu, Haiyan Guo, Zhen Yang, Björn W. Schuller
2025 Misc conf
GateM
ICASSP
Weixiang Xu, Zhongren Dong, Runming Wang, Xinzhou Xu, Zixing Zhang
2025 J jnl
Guest Editorial Extremely Low-Resource Autonomous Affective Learning.
IEEE Trans. Affect. Comput.
Xinzhou Xu, Björn W. Schuller, Elisabeth André, Erik Cambria
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 J jnl
Request and complaint recognition in call-center speech using a pointwise-convolution recurrent network.
Int. J. Speech Technol.
Zhipeng Yin, Xinzhou Xu, Björn W. Schuller
2024 A conf
DGPN: A Dual Graph Prototypical Network for Few-Shot Speech Spoofing Algorithm Recognition.
INTERSPEECH
Zirui Ge, Xinzhou Xu, Haiyan Guo, Tingting Wang, Zhen Yang, Björn W. Schuller
2024 J jnl
Speech Emotion Detection Using Fusion on Multi-Source Low-Level Information Based Recurrent Branches.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Jiaxin Wu, Bing Li, Li Zhao, Xinzhou Xu
2023 J jnl
Speaker Recognition Using Isomorphic Graph Attention Network Based Pooling on Self-Supervised Representation.
CoRR
Zirui Ge, Xinzhou Xu, Haiyan Guo, Tingting Wang, Zhen Yang
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 J jnl
Convolutional-Recurrent Neural Networks With Multiple Attention Mechanisms for Speech Emotion Recognition.
IEEE Trans. Cogn. Dev. Syst.
Pengxu Jiang, Xinzhou Xu, Huawei Tao, Li Zhao, Cairong Zou
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
2022 — conf
Zero-Shot Audio Classification Using Synthesised Classifiers and Pre-Trained Models.
CISP-BMEI
Zheng Gu, Xinzhou Xu, Shuo Liu, Björn W. Schuller
2021 — conf
Adaptive Generalized Cross-Entropy Loss for Sound Event Classification with Noisy Labels.
WASPAA
Jun Deng, Chunhui Gao, Qian Feng, Xinzhou Xu, Zhaopeng Chen
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
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 J jnl
Connecting Subspace Learning and Extreme Learning Machine in Speech Emotion Recognition.
IEEE Trans. Multim.
Xinzhou Xu, Jun Deng, Eduardo Coutinho, Chen Wu, Li Zhao, Björn W. Schuller
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
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
Universum Autoencoder-Based Domain Adaptation for Speech Emotion Recognition.
IEEE Signal Process. Lett.
Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz, 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 — 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 — conf
Pairwise Decomposition with Deep Neural Networks and Multiscale Kernel Subspace Learning for Acoustic Scene Classification.
DCASE
Erik Marchi, Dario Tonelli, Xinzhou Xu, Fabien Ringeval, Jun Deng, Stefano Squartini, 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
2015 A conf
Dimensionality reduction for speech emotion features by multiscale kernels.
INTERSPEECH
Xinzhou Xu, Jun Deng, Wenming Zheng, Li Zhao, Björn W. Schuller