Xinzhou Xu

According to our database, Xinzhou Xu authored at least 21 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

2023

Speaker Recognition Using Isomorphic Graph Attention Network Based Pooling on Self-Supervised Representation.

Zirui Ge, Xinzhou Xu, Haiyan Guo, Tingting Wang, Zhen Yang

CoRR, 2023

Zero-Shot Speech Emotion Recognition Using Generative Learning with Reconstructed Prototypes.

Xinzhou Xu, Jun Deng, Zixing Zhang, Zhen Yang, Björn W. Schuller

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Exploring Zero-Shot Emotion Recognition in Speech Using Semantic-Embedding Prototypes.

Xinzhou Xu, Jun Deng, Nicholas Cummins, Zixing Zhang, Li Zhao, Björn W. Schuller

IEEE Trans. Multim., 2022

Rethinking Auditory Affective Descriptors Through Zero-Shot Emotion Recognition in Speech.

Xinzhou Xu, Jun Deng, Zixing Zhang, Xijian Fan, Li Zhao, Laurence Devillers, Björn W. Schuller

IEEE Trans. Comput. Soc. Syst., 2022

Convolutional-Recurrent Neural Networks With Multiple Attention Mechanisms for Speech Emotion Recognition.

Pengxu Jiang, Xinzhou Xu, Huawei Tao, Li Zhao, Cairong Zou

IEEE Trans. Cogn. Dev. Syst., 2022

Zero-Shot Audio Classification Using Synthesised Classifiers and Pre-Trained Models.

Zheng Gu, Xinzhou Xu, Shuo Liu, Björn W. Schuller

Proceedings of the 15th International Congress on Image and Signal Processing, 2022

2021

Adaptive Generalized Cross-Entropy Loss for Sound Event Classification with Noisy Labels.

Jun Deng, Chunhui Gao, Qian Feng, Xinzhou Xu, Zhaopeng Chen

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Identifying surgical-mask speech using deep neural networks on low-level aggregation.

Xinzhou Xu, Jun Deng, Zixing Zhang, Chen Wu, Björn W. Schuller

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

2019

Connecting Subspace Learning and Extreme Learning Machine in Speech Emotion Recognition.

Xinzhou Xu, Jun Deng, Eduardo Coutinho, Chen Wu, Li Zhao, Björn W. Schuller

IEEE Trans. Multim., 2019

Autonomous Emotion Learning in Speech: A View of Zero-Shot Speech Emotion Recognition.

Xinzhou Xu, Jun Deng, Nicholas Cummins, Zixing Zhang, Li Zhao, Björn W. Schuller

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

Semisupervised Autoencoders for Speech Emotion Recognition.

Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz, Björn W. Schuller

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Leveraging Unlabeled Data for Emotion Recognition With Enhanced Collaborative Semi-Supervised Learning.

Zixing Zhang, Jing Han, Jun Deng, Xinzhou Xu, Fabien Ringeval, Björn W. Schuller

IEEE Access, 2018

2017

A Two-Dimensional Framework of Multiple Kernel Subspace Learning for Recognizing Emotion in Speech.

Xinzhou Xu, Jun Deng, Nicholas Cummins, Zixing Zhang, Chen Wu, Li Zhao, Björn W. Schuller

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Universum Autoencoder-Based Domain Adaptation for Speech Emotion Recognition.

Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz, Björn W. Schuller

IEEE Signal Process. Lett., 2017

2016

Exploitation of Phase-Based Features for Whispered Speech Emotion Recognition.

Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz, Björn W. Schuller

IEEE Access, 2016

Fisher Kernels on Phase-Based Features for Speech Emotion Recognition.

Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz, Didier Grandjean, Björn W. Schuller

Proceedings of the Dialogues with Social Robots, 2016

Multiscale kernel locally penalised discriminant analysis exemplified by emotion recognition in speech.

Xinzhou Xu, Jun Deng, Maryna Gavryukova, Zixing Zhang, Li Zhao, Björn W. Schuller

Proceedings of the 18th ACM International Conference on Multimodal Interaction, 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

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016

The University of Passau Open Emotion Recognition System for the Multimodal Emotion Challenge.

Jun Deng, Nicholas Cummins, Jing Han, Xinzhou Xu, Zhao Ren, Vedhas Pandit, Zixing Zhang, Björn W. Schuller

Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

2015

Dimensionality reduction for speech emotion features by multiscale kernels.

Xinzhou Xu, Jun Deng, Wenming Zheng, Li Zhao, Björn W. Schuller

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015