Zixing Zhang
Zixing Zhang
Huawei Technologies Research & Development (UK) Ltd
Verified email at tum.de - Homepage
TitleCited byYear
Sparse autoencoder-based feature transfer learning for speech emotion recognition
J Deng, Z Zhang, E Marchi, B Schuller
2013 Humaine Association Conference on Affective Computing and Intelligent …, 2013
2082013
Autoencoder-based Unsupervised Domain Adaptation for Speech Emotion Recognition
J Deng, Z Zhang, F Eyben, B Schuller
IEEE Signal Processing Letters 21 (9), 1068 - 1072, 2014
1442014
Unsupervised learning in cross-corpus acoustic emotion recognition
Z Zhang, F Weninger, M Wöllmer, B Schuller
2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 523-528, 2011
912011
Cooperative Learning and its Application to Emotion Recognition from Speech
Z Zhang, E Coutinho, J Deng, B Schuller
IEEE Transactions on Audio, Speech and Language Processing 23 (1), 115-126, 2015
712015
Robust Speech Recognition using Long Short-Term Memory Recurrent Neural Networks for Hybrid Acoustic Modelling
JT Geiger, Z Zhang, F Weninger, B Schuller, G Rigoll
INTERSPEECH, 2014
612014
Using multiple databases for training in emotion recognition: To unite or to vote?
B Schuller, Z Zhang, F Weninger, G Rigoll
Twelfth Annual Conference of the International Speech Communication Association, 2011
552011
Semi-supervised learning helps in sound event classification
Z Zhang, B Schuller
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
542012
Introducing Shared-Hidden-Layer Autoencoders for Transfer Learning and their Application in Acoustic Emotion Recognition
J Deng, R Xia, Z Zhang, Y Liu, B Schuller
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International …, 2014
432014
Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments
Z Zhang, J Geiger, J Pohjalainen, AED Mousa, W Jin, B Schuller
ACM Transactions on Intelligent Systems and Technology (TIST), 28 pages, 2018
402018
Active learning by sparse instance tracking and classifier confidence in acoustic emotion recognition
Z Zhang, B Schuller
Thirteenth Annual Conference of the International Speech Communication …, 2012
372012
Automatic recognition of emotion evoked by general sound events
B Schuller, S Hantke, F Weninger, W Han, Z Zhang, S Narayanan
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
342012
Selecting training data for cross-corpus speech emotion recognition: Prototypicality vs. generalization
B Schuller, Z Zhang, F Weninger, G Rigoll
Proc. Afeka-AVIOS Speech Processing Conference, Tel Aviv, Israel, 2011
332011
Universum autoencoder-based domain adaptation for speech emotion recognition
J Deng, X Xu, Z Zhang, S Frühholz, B Schuller
IEEE Signal Processing Letters 24 (4), 500-504, 2017
322017
Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks
Z Zhang, F Ringeval, J Han, J Deng, E Marchi, B Schuller
Proc. INTERSPEECH, 5 pages, 2016
322016
ENHANCED SEMI-SUPERVISED LEARNING FOR MULTIMODAL EMOTION RECOGNITION
Z Zhang, F Ringeval, B Dong, E Coutinho, E Marchi, B Schuller
Proc. of ICASSP, 2016
312016
Semisupervised autoencoders for speech emotion recognition
J Deng, X Xu, Z Zhang, S Fruhholz, B Schuller
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP) 26 (1 …, 2018
302018
Advanced Data Exploitation for Speech Analysis -- An Overview
Z Zhang, N Cummins, B Schuller
IEEE Signal Processing Magazine 34 (4), 107--129, 2017
292017
Feature enhancement by bidirectional LSTM networks for conversational speech recognition in highly non-stationary noise
M Wöllmer, Z Zhang, F Weninger, B Schuller, G Rigoll
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
292013
From Hard to Soft: Towards more Human-like Emotion Recognition by Modelling the Perception Uncertainty
J Han, Z Zhang, M Schmitt, B Schuller
Proc. of ACM International Conference on Multimedia (MM), 2017
282017
Classification of the Excitation Location of Snore Sounds in the Upper Airway by Acoustic Multi-Feature Analysis
K Qian, C Janott, V Pandit, Z Zhang, C Heiser, W Hohenhorst, M Herzog, ...
IEEE Transactions on Biomedical Engineering, 2016
252016
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