Undergraduate student in Electrical Engineering at the University of Campinas (UNICAMP), with research interests in Machine Learning, Optimization, and Wireless Communication Systems. I conducted a Scientific Initiation project funded by CNPq-PICME (2023-2025), working on Support Vector Machines with Stochastic Gradient. I am currently conducting another Scientific Initiation project on semantic communication with Ericsson, as part of the Smartness project. I have a strong background in national scientific olympiads and enjoy participating in memory competitions. (Source: Lattes Curriculum)
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In audio semantic communication using autoencoders, an autoencoder is trained to extract and transmit only the meaningful, high-level features of an audio signal, rather than transmitting the entire raw data. This process significantly reduces the amount of data that needs to be transmitted over a network, enhancing communication efficiency and robustness, particularly in low-bandwidth or…
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