Antonio Araújo and Adam Santos. 2025. Automatic Identification of Judges’ Speech in Labor Court Hearings Using Machine Learning. In Proceedings of the 5th Regional School of High Performance North 2 and the 5th Regional School of Machine Learning and Artificial Intelligence North 2, December 03, 2025, Marabá/PA, Brasil. SBC, Porto Alegre, Brasil, 17-20. DOI: https://doi.org/10.5753/erad-eramia-no2.2025.17280.