Deng, Jun
Feature Transfer Learning for Speech Emotion Recognition
2016
147 Seiten

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

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.;Eyben, F.;Deng, J.;Schuller, B.
An Agreement and Sparseness-based Learning Instance Selection and its Application to Subjective Speech Phenomena
Proceedings of the 5th International Workshop on Emotion Social Signals, Sentiment & Linked Open Data (ES3LOD 2014), satellite of the 9th Language Resources and Evaluation Conference (LREC 2014) (B. Schuller, P. Buitelaar, L. Devillers, C. Pelachaud, T. Declerck, A. Batliner, P. Rosso, and S. Gaines, eds.), Reykjavik, Iceland
2014

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

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

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

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

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

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