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Journal Articles
- 2022
[j9]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): 1564-1573 (2022)- [j8]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): 1530-1541 (2022) - [j7]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: 2752-2765 (2022) - 2019
- [j6]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): 795-808 (2019) - 2018
- [j5]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: 22196-22209 (2018) - [j4]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): 31-43 (2018) - 2017
- [j3]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): 500-504 (2017) - [j2]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): 1436-1449 (2017) - 2016
- [j1]Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Frühholz, Björn W. Schuller:
Exploitation of Phase-Based Features for Whispered Speech Emotion Recognition. IEEE Access 4: 4299-4309 (2016)
Conference and Workshop Papers
- 2023
- [c10]Xinzhou Xu, Jun Deng, Zixing Zhang, Zhen Yang, Björn W. Schuller:
Zero-Shot Speech Emotion Recognition Using Generative Learning with Reconstructed Prototypes. ICASSP 2023: 1-5 - 2022
- [c9]Zheng Gu, Xinzhou Xu, Shuo Liu, Björn W. Schuller:
Zero-Shot Audio Classification Using Synthesised Classifiers and Pre-Trained Models. CISP-BMEI 2022: 1-6 - 2021
- [c8]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: 580-585 - [c7]Jun Deng, Chunhui Gao, Qian Feng, Xinzhou Xu, Zhaopeng Chen:
Adaptive Generalized Cross-Entropy Loss for Sound Event Classification with Noisy Labels. WASPAA 2021: 256-260 - 2019
- [c6]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: 949-953 - 2016
- [c5]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: 652-666 - [c4]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: 65-69 - [c3]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: 233-237 - [c2]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: 195-203 - 2015
- [c1]Xinzhou Xu, Jun Deng, Wenming Zheng, Li Zhao, Björn W. Schuller:
Dimensionality reduction for speech emotion features by multiscale kernels. INTERSPEECH 2015: 1532-1536
Informal and Other Publications
- 2023
- [i1]Zirui Ge, Xinzhou Xu, Haiyan Guo, Tingting Wang, Zhen Yang:
Speaker Recognition Using Isomorphic Graph Attention Network Based Pooling on Self-Supervised Representation. CoRR abs/2308.04666 (2023)
Coauthor Index
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