Xinzhou Xu

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 19

Top Topics

Dimensionality Reduction

Emotion Recognition

Subspace Learning

Top Venues

IEEE Trans. Multim.

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Xinzhou Xu, Jun Deng, Zixing Zhang, Zhen Yang, Björn W. Schuller
Zero-Shot Speech Emotion Recognition Using Generative Learning with Reconstructed Prototypes. ICASSP (2023)
Zirui Ge, Xinzhou Xu, Haiyan Guo, Tingting Wang, Zhen Yang
Speaker Recognition Using Isomorphic Graph Attention Network Based Pooling on Self-Supervised Representation. CoRR (2023)
Zheng Gu, Xinzhou Xu, Shuo Liu, Björn W. Schuller
Zero-Shot Audio Classification Using Synthesised Classifiers and Pre-Trained Models. CISP-BMEI (2022)
Xinzhou Xu, Jun Deng, Zixing Zhang, Xijian Fan, Li Zhao, Laurence Devillers, Björn W. Schuller
Rethinking Auditory Affective Descriptors Through Zero-Shot Emotion Recognition in Speech. IEEE Trans. Comput. Soc. Syst. 9 (5) (2022)
Xinzhou Xu, Jun Deng, Nicholas Cummins, Zixing Zhang, Li Zhao, Björn W. Schuller
Exploring Zero-Shot Emotion Recognition in Speech Using Semantic-Embedding Prototypes. IEEE Trans. Multim. 24 (2022)
Pengxu Jiang, Xinzhou Xu, Huawei Tao, Li Zhao, Cairong Zou
Convolutional-Recurrent Neural Networks With Multiple Attention Mechanisms for Speech Emotion Recognition. IEEE Trans. Cogn. Dev. Syst. 14 (4) (2022)
Jun Deng, Chunhui Gao, Qian Feng, Xinzhou Xu, Zhaopeng Chen
Adaptive Generalized Cross-Entropy Loss for Sound Event Classification with Noisy Labels. WASPAA (2021)
Xinzhou Xu, Jun Deng, Zixing Zhang, Chen Wu, Björn W. Schuller
Identifying surgical-mask speech using deep neural networks on low-level aggregation. SAC (2021)
Xinzhou Xu, Jun Deng, Eduardo Coutinho, Chen Wu, Li Zhao, Björn W. Schuller
Connecting Subspace Learning and Extreme Learning Machine in Speech Emotion Recognition. IEEE Trans. Multim. 21 (3) (2019)
Xinzhou Xu, Jun Deng, Nicholas Cummins, Zixing Zhang, Li Zhao, Björn W. Schuller
Autonomous Emotion Learning in Speech: A View of Zero-Shot Speech Emotion Recognition. INTERSPEECH (2019)
Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz, Björn W. Schuller
Semisupervised Autoencoders for Speech Emotion Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 26 (1) (2018)
Zixing Zhang, Jing Han, Jun Deng, Xinzhou Xu, Fabien Ringeval, Björn W. Schuller
Leveraging Unlabeled Data for Emotion Recognition With Enhanced Collaborative Semi-Supervised Learning. IEEE Access 6 (2018)
Xinzhou Xu, Jun Deng, Nicholas Cummins, Zixing Zhang, Chen Wu, Li Zhao, Björn W. Schuller
A Two-Dimensional Framework of Multiple Kernel Subspace Learning for Recognizing Emotion in Speech. IEEE ACM Trans. Audio Speech Lang. Process. 25 (7) (2017)
Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz, Björn W. Schuller
Universum Autoencoder-Based Domain Adaptation for Speech Emotion Recognition. IEEE Signal Process. Lett. 24 (4) (2017)
Xinzhou Xu, Jun Deng, Maryna Gavryukova, Zixing Zhang, Li Zhao, Björn W. Schuller
Multiscale kernel locally penalised discriminant analysis exemplified by emotion recognition in speech. ICMI (2016)
Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz, Didier Grandjean, Björn W. Schuller
Fisher Kernels on Phase-Based Features for Speech Emotion Recognition. IWSDS (2016)
Jun Deng, Nicholas Cummins, Jing Han, Xinzhou Xu, Zhao Ren, Vedhas Pandit, Zixing Zhang, Björn W. Schuller
The University of Passau Open Emotion Recognition System for the Multimodal Emotion Challenge. CCPR (2) (2016)
Erik Marchi, Dario Tonelli, Xinzhou Xu, Fabien Ringeval, Jun Deng, Stefano Squartini, Björn W. Schuller
Pairwise Decomposition with Deep Neural Networks and Multiscale Kernel Subspace Learning for Acoustic Scene Classification. DCASE (2016)
Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz, Björn W. Schuller
Exploitation of Phase-Based Features for Whispered Speech Emotion Recognition. IEEE Access 4 (2016)
Xinzhou Xu, Jun Deng, Wenming Zheng, Li Zhao, Björn W. Schuller
Dimensionality reduction for speech emotion features by multiscale kernels. INTERSPEECH (2015)