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

Eyben, F.;Weninger, F.;Marchi, E.;Schuller, B.
Likability of human voices: A feature analysis and a neural network regression approach to automatic likability estimation
Proceedings 14th International Workshop on Image and Audio Analysis for Multimedia Interactive Services, WIAMIS 2013, Paris, France, Special Session on Social Stance Analysis
acceptance rate: 52
IEEE, IEEE
2013

Ferroni, G.;Marchi, E.;Eyben, F.;Gabrielli, L.;Squartini, S.;Schuller, B.
Onset Detection Exploiting Adaptive Linear Prediction Filtering in DWT Domain with Bidirectional Long Short-Term Memory Neural Networks
Proceedings Annual Meeting of the MIREX 2013 community as part of the 14th International Conference on Music Information Retrieval, Curitiba, Brazil
ISMIR
2013

Ferroni, G.;Marchi, E.;Eyben, F.;Squartini, S.;Schuller, B.
Onset Detection Exploiting Wavelet Transform with Bidirectional Long Short-Term Memory Neural Networks
Proceedings Annual Meeting of the MIREX 2013 community as part of the 14th International Conference on Music Information Retrieval, Curitiba, Brazil
ISMIR
2013

Geiger, J.;Marchi, E.;Weninger, F.;Schuller, B.;Rigoll, G.
The TUM system for the REVERB Challenge: Recognition of Reverberated Speech using Multi-Channel Correlation Shaping Dereverberation and BLSTM Recurrent Neural Networks
Proceedings REVERB Workshop, held in conjunction with ICASSP 2014 and HSCMA 2014, Florence, Italy
2014

Marchi, E.; Ringeval, F.; Schuller, B.
Amy Neustein (eds.)
Voice-enabled Assistive Robots for Handling Autism Spectrum Conditions: an Examination of the Role of Prosody
Speech and Automata in the Healthcare
De Gruyter
2014

Marchi, E.; Schuller, B.; Baron-Cohen, S.; Lassalle, A.; O’Reilly, H.; Pigat, D.; Golan, O.; Friedenson, S.; Tal, S.; Bolte, S.; Berggren, S.; Lundqvist, D.; Elfström, M. S.
Voice Emotion Games: Language and Emotion in the Voice of Children with Autism Spectrum Conditio
9 pages
Proceedings of the 3rd International Workshop on Intelligent Digital Games for Empowerment and Inclusion (IDGEI 2015) as part of the 20th ACM International Conference on Intelligent User Interfaces, IUI 2015
2015

Marchi, E.; Vesperini, F.; Eyben, F.; Squartini, S.; Schuller, B.
A Novel Approach for Automatic Acoustic Novelty Detection Using a Denoising Autoencoder with Bidirectional LSTM Neural Networks
5 pages
Proceedings 40th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015
2015

Marchi, E.;Batliner, A.;Schuller, B.
Evaluating the Role of Speech Technology in Medical Case Management (H. Patil and M. Kulshreshtha, eds.)
De Gruyter, Berlin
2014

Marchi, E.;Ferroni, G.;Eyben, F.;Gabrielli, L.;Squartini, S.;Schuller, B.
Multi-resolution Linear Prediction Based Features for Audio Onset Detection with Bidirectional LSTM Neural Networks
Proceedings 39th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014, Florence, Italy
acceptance rate: 50
2014