Detailed info Masking Speech Contents by Random Splicing: is Emotional Expression Preserved? AuthorsBurkhardt Felix, Derington Anna, Kahlau Matthias, Scherer Klaus, Eyben Florian, Schuller, BjornTitleMasking Speech Contents by Random Splicing: is…
Detailed info Speech-based Age and Gender Prediction with Transformers AuthorsBurkhardt Felix, Wagner Johannes, Wierstorf Hagen, Eyben Florian, Schuller BjörnTitleSpeech-based Age and Gender Prediction with TransformersAbstractWe report on the curation of…
Detailed Info Enhancing Emotion Recognition through Federated Learning: A Multimodal Approach with Convolutional Neural Networks Authors:Nikola Simic, Siniša Suzic, Nemanja Miloševic, Vuk Stanojev, Tijana Nosek, Branislav Popovic and Dragana Bajovic…
Detailed Info Efficient High-Resolution Deep Learning: A Survey Authors:Arian Bakhtiarnia, Qi Zhang, & Alexandros IosifidisTitle:Efficient High-Resolution Deep Learning: A SurveyAbstract:Cameras in modern devices such as smartphones, satellites and medical equipment…
Detailed info Communication efficient model-aware federated learning for visual crowd counting and density estimation in smart cities AuthorsA. Armacki, N. Milosevic, D. Bajovic, S. Kar, D. Jakovetic, A. Bakhtiarnia, L.…
Detailed Info Large Deviations for Products of Non-Identically Distributed Network Matrices With Applications to Communication-Efficient Distributed Learning and Inference Authors:Petrović, Nemanja; Bajović, Dragana; Kar, Soummya; Jakovetić, Dušan; Sahu, Anit KumarTitle:Large…
Detailed Info Distributed Recursive Estimation under Heavy-Tail Communication Noise Authors:Dusan Jakovetic, Manojlo Vukovic, Dragana Bajovic, Anit Kumar Sahu, Soummya KarTitle:Distributed Recursive Estimation under Heavy-Tail Communication NoiseAbstract:We consider distributed recursive estimation…
Detailed Info Nonlinear consensus+innovations under correlated heavy-tailed noises: Mean square convergence rate and asymptotics Authors:Manojlo Vukovic, Dusan Jakovetic, Dragana Bajovic, Soummya KarTitle:Nonlinear consensus+innovations under correlated heavy-tailed noises: Mean square convergence…
Detailed Info XimSwap: Many-to-Many Face Swapping for TinyML Authors:Ancilotto, Alberto and Paissan, Francesco and Farella, ElisabettaTitle:XimSwap: Many-to-Many Face Swapping for TinyMLAbstract:The unprecedented development of deep learning approaches for video processing…
Detailed info XiNet: Efficient Neural Networks for tinyML AuthorsAlberto Ancilotto, Francesco Paissan, Elisabetta FarellaTitleXiNet: Efficient Neural Networks for tinyMLAbstractThe recent interest in the edge-to-cloud continuum paradigm has emphasized the need…
