Coutinho, E.;Deng, J.;Schuller, B.
Transfer Learning Emotion Manifestation Across Music and Speech
Proceedings 2014 International Joint Conference on Neural Networks (IJCNN) as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), Beijing, China
acceptance rate: 30
2014

Deng, J.; Xia, R.; Zhang, Z.; Liu, Y.; Schuller, B.
Introducing shared-hidden-layer autoencoders for transfer learning and their application in acoustic emotion recognition
4851-4855
Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
2014

Deng, J.;Schuller, B.
Confidence Measures in Speech Emotion Recognition Based on Semi-supervised Learning
Proceedings INTERSPEECH 2012, 13th Annual Conference of the International Speech Communication Association
acceptance rate: 52,
2012

Deng, J.;Zhang, Z.;Eyben, F.;Schuller, B.
Autoencoder-based Unsupervised Domain Adaptation for Speech Emotion Recognition
IEEE Signal Processing Letters
2014
Vol. 21, No. 9
1068 - 1072

Deng, J.;Zhang, Z.;Marchi, E.;Schuller, B.
Sparse Autoencoder-based Feature Transfer Learning for Speech Emotion Recognition
Proc. 5th biannual Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII 2013) ,Geneva, Switzerland
oral acceptance rate: 31
HUMAINE Association, IEEE
2013

Deng, J.;Zhang, Z.;Schuller, B.
Linked Source and Target Domain Subspace Feature Transfer Learning – Exemplified by Speech Emotion Recognition
22nd International Conference on Pattern Recognition (ICPR 2014), Stockholm, Sweden
acceptance rate: 56
2014

Xia, R.;Deng, J.;Schuller, B.;Liu, Y.
Modeling Gender Information for Emotion Recognition Using Denoising Autoencoders
Proceedings 39th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014, Florence, Italy
acceptance rate: 50
2014

Zhang, Z. and Coutinho, E. and Deng, J. and Schuller, B.
Cooperative Learning and its Application to Emotion Recognition from Speech
Transactions on Audio, Speech and Language Processing / IEEE
2015
23
1
115-126

Zhang, Z.;Coutinho, E.;Deng, J.;Schuller, B.
Distributing Recognition in Computational Paralinguistics
IEEE Transactions on Affective Computing
2014
Vol. 5
Issue 4
pp. 406-417

Zhang, Z.;Deng, J.;Schuller, B.
Co-Training Succeeds in Computational Paralinguistics
Proceedings 38th IEEE International Conference on Acoustics, Speech, and Signal Processing, Proc. Int. Congress on Acoustics Proc. Int. Conf. on Acoustics, Speech, and Signal Processing ICASSP 2013, Vancouver, Canada
acceptance rate: 53
IEEE
2013