Jun Deng
Jun Deng
audEERING, Germany
Bestätigte E-Mail-Adresse bei tum.de
TitelZitiert vonJahr
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
2292013
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
1652014
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 23 (1), 115-126, 2014
822014
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
452014
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
422017
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
392017
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
352014
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
342014
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
332016
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
272016
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
232016
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
222017
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
222016
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
222014
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
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
Speech-based diagnosis of autism spectrum condition by generative adversarial network representations
J Deng, N Cummins, M Schmitt, K Qian, F Ringeval, B Schuller
Proceedings of the 2017 International Conference on Digital Health, 53-57, 2017
182017
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