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Erik Marchi
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Adieu features? end-to-end speech emotion recognition using a deep convolutional recurrent network
G Trigeorgis, F Ringeval, R Brueckner, E Marchi, MA Nicolaou, B Schuller, ...
2016 IEEE international conference on acoustics, speech and signal …, 2016
8222016
The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism
B Schuller, S Steidl, A Batliner, A Vinciarelli, K Scherer, F Ringeval, ...
Proceedings INTERSPEECH 2013, 14th Annual Conference of the International …, 2013
7342013
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
3872013
An investigation of the ‘female camouflage effect’in autism using a computerized ADOS-2 and a test of sex/gender differences
A Rynkiewicz, B Schuller, E Marchi, S Piana, A Camurri, A Lassalle, ...
Molecular autism 7 (1), 1-8, 2016
3042016
An investigation of the ‘female camouflage effect’in autism using a computerized ADOS-2 and a test of sex/gender differences
A Rynkiewicz, B Schuller, E Marchi, S Piana, A Camurri, A Lassalle, ...
Molecular autism 7 (1), 10, 2016
3042016
A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks
E Marchi, F Vesperini, F Eyben, S Squartini, B Schuller
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
2512015
AV+ EC 2015: The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data
F Ringeval, B Schuller, M Valstar, S Jaiswal, E Marchi, D Lalanne, ...
Proceedings of the 5th International Workshop on Audio/Visual Emotion …, 2015
2072015
Av+ ec 2015: The first affect recognition challenge bridging across audio, video, and physiological data
F Ringeval, B Schuller, M Valstar, S Jaiswal, E Marchi, D Lalanne, ...
Proceedings of the 5th International Workshop on Audio/Visual Emotion …, 2015
2072015
The INTERSPEECH 2014 Computational Paralinguistics Challenge: Cognitive & Physical Load, Multitasking
B Schuller, S Steidl, A Batliner, J Epps, F Eyben, F Ringeval, E Marchi, ...
Proceedings INTERSPEECH 2014, 15th Annual Conference of the International …, 2014
1712014
Multi-resolution Linear Prediction Based Features for Audio Onset Detection with Bidirectional LSTM Neural Networks
E Marchi, G Ferroni, F Eyben, L Gabrielli, S Squartini, B Schuller
Proceedings 39th IEEE International Conference on Acoustics, Speech, and …, 2014
1092014
Non-linear prediction with lstm recurrent neural networks for acoustic novelty detection
E Marchi, F Vesperini, F Weninger, F Eyben, S Squartini, B Schuller
2015 International Joint Conference on Neural Networks (IJCNN), 1-7, 2015
772015
Deep recurrent neural network-based autoencoders for acoustic novelty detection
E Marchi, F Vesperini, S Squartini, B Schuller
Computational intelligence and neuroscience 2017, 2017
742017
Enhanced semi-supervised learning for multimodal emotion recognition
Z Zhang, F Ringeval, B Dong, E Coutinho, E Marchi, B Schuller
Proc. of the 41st IEEE International Conference on Acoustics, Speech and …, 2016
722016
Discriminatively trained recurrent neural networks for continuous dimensional emotion recognition from audio
F Weninger, F Ringeval, E Marchi, B Schuller
Proc. International Joint Conference on Artificial Intelligence (IJCAI), New …, 2016
652016
ASC-Inclusion: Integrated Internet-Based Environment for Social Inclusion of Children with Autism Spectrum Conditions
B Schuller, E Marchi, S Baron-Cohen, H O’Rielly, P Robinson, I Davies, ...
56*2013
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
17th Annual Conference of the International Speech Communication Association …, 2016
532016
Detecting road surface wetness from audio: A deep learning approach
I Abdić, L Fridman, DE Brown, W Angell, B Reimer, E Marchi, B Schuller
2016 23rd International Conference on Pattern Recognition (ICPR), 3458-3463, 2016
482016
Affective and behavioural computing: Lessons learnt from the First Computational Paralinguistics Challenge
B Schuller, F Weninger, Y Zhang, F Ringeval, A Batliner, S Steidl, F Eyben, ...
Computer Speech & Language 53, 156-180, 2019
452019
Affective and behavioural computing: Lessons learnt from the First Computational Paralinguistics Challenge
B Schuller, F Weninger, Y Zhang, F Ringeval, A Batliner, S Steidl, F Eyben, ...
Computer Speech & Language 53, 156-180, 2019
452019
End-to-end learning for dimensional emotion recognition from physiological signals
G Keren, T Kirschstein, E Marchi, F Ringeval, B Schuller
2017 IEEE International Conference on Multimedia and Expo (ICME), 985-990, 2017
452017
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