%0 Conference Article %T REVIEW OF MODERN METHODS OF ENERGY-EFFICIENT MACHINE LEARNING FOR EMBEDDED ACOUSTIC SIGNAL PROCESSING SYSTEMS %A Lemza, S.A. %A Butov, A.Y. %K tiny machine learning, embedded systems, energy efficiency, neural network quantization, acoustic signal processing, STM32U5, TensorFlow Lite, CMSIS-NN %J MODELING INFORMATION SYSTEMS AND TECHNOLOGIES – 2026 %D 2026 %P 7 %I FSBE Institution of Higher Education Voronezh State University of Forestry and Technologies named after G.F. Morozov