Jun Deng
Jun Deng
audEERING, Germany
Verified email at tum.de
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
2172013
Autoencoder-based Unsupervised Domain Adaptation for Speech Emotion Recognition
J Deng, Z Zhang, F Eyben, B Schuller
Signal Processing Letters, IEEE 21 (9), 1068-1072, 2014
1522014
Cooperative learning and its application to emotion recognition from speech
Z Zhang, E Coutinho, J Deng, B Schuller
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP) 23 (1 …, 2015
772015
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
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
442014
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
362017
Semisupervised autoencoders for speech emotion recognition
J Deng, X Xu, Z Zhang, S Frühholz, B Schuller
IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (1), 31-43, 2017
332017
Modeling gender information for emotion recognition using denoising autoencoder
R Xia, J Deng, B Schuller, Y Liu
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
332014
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
Proceedings INTERSPEECH 2016, 17th Annual Conference of the International …, 2016
322016
Transfer learning emotion manifestation across music and speech
E Coutinho, J Deng, B Schuller
2014 International Joint Conference on Neural Networks (IJCNN), 3592-3598, 2014
322014
Confidence measures in speech emotion recognition based on semi-supervised learning
J Deng, B Schuller
Thirteenth Annual Conference of the International Speech Communication …, 2012
292012
Cross lingual speech emotion recognition using canonical correlation analysis on principal component subspace
H Sagha, J Deng, M Gavryukova, J Han, B Schuller
2016 IEEE international conference on acoustics, speech and signal …, 2016
282016
Linked source and target domain subspace feature transfer learning--exemplified by speech emotion recognition
J Deng, Z Zhang, B Schuller
2014 22nd International Conference on Pattern Recognition, 761-766, 2014
232014
The University of Passau Open Emotion Recognition System for the Multimodal Emotion Challenge
J Deng, N Cummins, J Han, X Xu, Z Ren, V Pandit, Z Zhang, B Schuller
Proceedings of the 7th Chinese Conference on Pattern Recognition, CCPR, 2016
222016
Co-training succeeds in computational paralinguistics
Z Zhang, J Deng, B Schuller
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
222013
Confidence measures for speech emotion recognition: A start
J Deng, W Han, B Schuller
Speech Communication; 10. ITG Symposium, 1-4, 2012
222012
Pairwise Decomposition with Deep Neural Networks and Multiscale Kernel Subspace Learning for Acoustic Scene Classification
E Marchi, D Tonelli, X Xu, F Ringeval, J Deng, S Squartini, B Schuller
Proceedings of the Detection and Classification of Acoustic Scenes and …, 2016
202016
Fisher Kernels on Phase-based Features for Speech Emotion Recognition
J Deng, X Xu, Z Zhang, S Frühholz, D Grandjean, B Schuller
Proceedings of the Seventh International Workshop on Spoken Dialogue Systems …, 2016
202016
Active learning by label uncertainty for acoustic emotion recognition
Z Zhang, J Deng, E Marchi, B Schuller
Proceedings INTERSPEECH 2013, 14th Annual Conference of the International …, 2013
192013
The up system for the 2016 DCASE challenge using deep recurrent neural network and multiscale kernel subspace learning
E Marchi, D Tonelli, X Xu, F Ringeval, J Deng, B Schuller
IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and …, 2016
182016
Recognizing emotions from whispered speech based on acoustic feature transfer learning
J Deng, S Frühholz, Z Zhang, B Schuller
IEEE Access 5, 5235-5246, 2017
172017
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