Zixing Zhang

Best Publications

• Sparse Autoencoder-Based Feature Transfer Learning for Speech Emotion Recognition

  Jun Deng;Zixing Zhang;Erik Marchi;Bjorn Schuller

  420
  Citations

• Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments

  Zixing Zhang;Jürgen Geiger;Jouni Pohjalainen;Amr El-Desoky Mousa

  355
  Citations

• Autoencoder-based Unsupervised Domain Adaptation for Speech Emotion Recognition

  Jun Deng;Zixing Zhang;Florian Eyben;Bjorn Schuller

  307
  Citations

• Semisupervised Autoencoders for Speech Emotion Recognition

  Jun Deng;Xinzhou Xu;Zixing Zhang;Sascha Fruhholz

  165
  Citations

• Cooperative learning and its application to emotion recognition from speech

  Zixing Zhang;Eduardo Coutinho;Jun Deng;Bjorn Schuller

  157
  Citations

• Unsupervised learning in cross-corpus acoustic emotion recognition

  Zixing Zhang;Felix Weninger;Martin Wollmer;Bjorn Schuller

  136
  Citations

• Deep Scalogram Representations for Acoustic Scene Classification

  Zhao Ren;Kun Qian;Yebin Wang;Zixing Zhang

  126
  Citations

• Heteroatom-Embedded Approach to Vinylene-Linked Covalent Organic Frameworks with Isoelectronic Structures for Photoredox Catalysis.

  Shuai Bi;Zixing Zhang;Fancheng Meng;Dongqing Wu

  125
  Citations

• Universum Autoencoder-Based Domain Adaptation for Speech Emotion Recognition

  Jun Deng;Xinzhou Xu;Zixing Zhang;Sascha Frühholz

  122
  Citations

• Exploring Deep Spectrum Representations via Attention-Based Recurrent and Convolutional Neural Networks for Speech Emotion Recognition

  Ziping Zhao;Zhongtian Bao;Yiqin Zhao;Zixing Zhang

  119
  Citations

• Artificial Intelligence Internet of Things for the Elderly: From Assisted Living to Health-Care Monitoring

  Kun Qian;Zixing Zhang;Yoshiharu Yamamoto;Bjoern W. Schuller

  109
  Citations

• An early study on intelligent analysis of speech under COVID-19: Severity, sleep quality, fatigue, and anxiety

  Jing Han;Kun Qian;Meishu Song;Zijiang Yang

  105
  Citations

• Exploring Spatio-Temporal Representations by Integrating Attention-based Bidirectional-LSTM-RNNs and FCNs for Speech Emotion Recognition

  Unknown

  95
  Citations

• Combining a parallel 2D CNN with a self-attention Dilated Residual Network for CTC-based discrete speech emotion recognition.

  Ziping Zhao;Qifei Li;Zixing Zhang;Nicholas Cummins

  94
  Citations

• Robust Speech Recognition using Long Short-Term Memory Recurrent Neural Networks for Hybrid Acoustic Modelling

  Jürgen T. Geiger;Zixing Zhang;Felix Weninger;Björn W. Schuller

  92
  Citations

• Classification of the Excitation Location of Snore Sounds in the Upper Airway by Acoustic Multifeature Analysis

  Kun Qian;Christoph Janott;Vedhas Pandit;Zixing Zhang

  90
  Citations

• Using Multiple Databases for Training in Emotion Recognition: To Unite or to Vote?

  Björn W. Schuller;Zixing Zhang;Felix Weninger;Gerhard Rigoll

  90
  Citations

• Automatic Assessment of Depression From Speech via a Hierarchical Attention Transfer Network and Attention Autoencoders

  Ziping Zhao;Zhongtian Bao;Zixing Zhang;Jun Deng

  89
  Citations

• From Hard to Soft: Towards more Human-like Emotion Recognition by Modelling the Perception Uncertainty

  Jing Han;Zixing Zhang;Maximilian Schmitt;Maja Pantic

  82
  Citations

• Semi-supervised learning helps in sound event classification

  Zixing Zhang;Bjorn Schuller

  82
  Citations