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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

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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

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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

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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

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Geiger, J.T.;Zhang, Z.;Weninger, F.;Schuller, B.;Rigoll, G.
Robust Speech Recognition using Long Short-Term Memory Recurrent Neural Networks for Hybrid Acoustic Modelling
Proc. INTERSPEECH 2014, Singapore, Singapore
2014

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Wöllmer, M.;Zhang, Z.;Weninger, F.;Schuller, B.;Rigoll, G.
Feature Enhancement by Bidirectional LSTM Networks for Conversational Speech Recognition in Highly Non-Stationary Noise
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

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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

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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

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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

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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