Deng, J.;Zhang, Z.;Marchi, E.;Schuller, B.Sparse Autoencoder-based Feature Transfer Learning for Speech Emotion RecognitionProc. 5th biannual Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII 2013) ,Geneva, Switzerlandoral acceptance rate: 31HUMAINE Association, IEEE2013
Eyben, F.;Weninger, F.;Marchi, E.;Schuller, B.Likability of human voices: A feature analysis and a neural network regression approach to automatic likability estimationProceedings 14th International Workshop on Image and Audio Analysis for Multimedia Interactive Services, WIAMIS 2013, Paris, France, Special Session on Social Stance Analysisacceptance rate: 52IEEE, IEEE2013
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 NetworksProceedings Annual Meeting of the MIREX 2013 community as part of the 14th International Conference on Music Information Retrieval, Curitiba, BrazilISMIR2013
Ferroni, G.;Marchi, E.;Eyben, F.;Squartini, S.;Schuller, B.Onset Detection Exploiting Wavelet Transform with Bidirectional Long Short-Term Memory Neural NetworksProceedings Annual Meeting of the MIREX 2013 community as part of the 14th International Conference on Music Information Retrieval, Curitiba, BrazilISMIR2013
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 NetworksProceedings REVERB Workshop, held in conjunction with ICASSP 2014 and HSCMA 2014, Florence, Italy2014
Marchi, E.; Ringeval, F.; Schuller, B.Amy Neustein (eds.)Voice-enabled Assistive Robots for Handling Autism Spectrum Conditions: an Examination of the Role of ProsodySpeech and Automata in the HealthcareDe Gruyter2014
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 Conditio9 pagesProceedings 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 20152015
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 Networks5 pagesProceedings 40th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 20152015
Marchi, E.;Batliner, A.;Schuller, B.Evaluating the Role of Speech Technology in Medical Case Management (H. Patil and M. Kulshreshtha, eds.)De Gruyter, Berlin2014
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 NetworksProceedings 39th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014, Florence, Italyacceptance rate: 502014