Pirko, A.I. and Boretska, I.B. 2024. Enhancing machine learning models with audio augmentation techniques. Forestry Education and Science: Current Challenges and Development Prospects. (Oct. 2024). DOI:https://doi.org/10.36930/conf150.5.25.