Enhancing Emotion Recognition through Federated Learning: A Multimodal Approach with Convolutional Neural Networks
Nikola Simić,
Siniša Suzić,
Nemanja Milošević
et al.
Abstract:Human–machine interaction covers a range of applications in which machines should understand humans’ commands and predict their behavior. Humans commonly change their mood over time, which affects the way we interact, particularly by changing speech style and facial expressions. As interaction requires quick decisions, low latency is critical for real-time processing. Edge devices, strategically placed near the data source, minimize processing time, enabling real-time decision-making. Edge computing allows us … Show more
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