APA (7th ed.) Citation

L, H., E, T., M, S., & M, H. (2026). Linguistic diversity in machine learning training data: Content analysis of English and Finnish soundscape descriptions in audio captioning. PloS one, 21(6), e0350043. https://doi.org/10.1371/journal.pone.0350043

Chicago Style (17th ed.) Citation

L, Hekanaho, Tuuri E, Surakka M, and Hirvonen M. "Linguistic Diversity in Machine Learning Training Data: Content Analysis of English and Finnish Soundscape Descriptions in Audio Captioning." PloS One 21, no. 6 (2026): e0350043. https://doi.org/10.1371/journal.pone.0350043.

MLA (9th ed.) Citation

L, Hekanaho, et al. "Linguistic Diversity in Machine Learning Training Data: Content Analysis of English and Finnish Soundscape Descriptions in Audio Captioning." PloS One, vol. 21, no. 6, 2026, p. e0350043, https://doi.org/10.1371/journal.pone.0350043.