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Jun Deng
Jun Deng
audEERING, Germany
Verified email at tum.de
Title
Cited by
Cited by
Year
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
4682013
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
3212014
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
1642017
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
1552014
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
1372017
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
972014
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
772017
Automatic assessment of depression from speech via a hierarchical attention transfer network and attention autoencoders
Z Zhao, Z Bao, Z Zhang, J Deng, N Cummins, H Wang, J Tao, B Schuller
IEEE Journal of Selected Topics in Signal Processing 14 (2), 423-434, 2019
712019
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
632016
Connecting subspace learning and extreme learning machine in speech emotion recognition
X Xu, J Deng, E Coutinho, C Wu, L Zhao, BW Schuller
IEEE Transactions on Multimedia 21 (3), 795-808, 2018
592018
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
582014
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
552016
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
512014
Leveraging unlabeled data for emotion recognition with enhanced collaborative semi-supervised learning
Z Zhang, J Han, J Deng, X Xu, F Ringeval, B Schuller
IEEE Access 6, 22196-22209, 2018
472018
Exploiting time-frequency patterns with LSTM-RNNs for low-bitrate audio restoration
J Deng, B Schuller, F Eyben, D Schuller, Z Zhang, H Francois, E Oh
Neural Computing and Applications 32 (4), 1095-1107, 2020
462020
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
462017
Exploitation of Phase-based Features for Whispered Speech Emotion Recognition
J Deng, X Xu, Z Zhang, S Frühholz, B Schuller
IEEE Access 4, 4299-4309, 2016
402016
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
382014
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
362016
Confidence measures in speech emotion recognition based on semi-supervised learning
J Deng, B Schuller
Proceedings INTERSPEECH 2012, 13th Annual Conference of the International …, 2012
362012
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Articles 1–20