APA (7th ed.) Citation

Yang, H. (2025). The singing style of female roles in ethnic opera under artificial intelligence and deep neural networks. Scientific reports, 15(1), 20341-18. https://doi.org/10.1038/s41598-025-05429-8

Chicago Style (17th ed.) Citation

Yang, Huixia. "The Singing Style of Female Roles in Ethnic Opera Under Artificial Intelligence and Deep Neural Networks." Scientific Reports 15, no. 1 (2025): 20341-18. https://doi.org/10.1038/s41598-025-05429-8.

MLA (9th ed.) Citation

Yang, Huixia. "The Singing Style of Female Roles in Ethnic Opera Under Artificial Intelligence and Deep Neural Networks." Scientific Reports, vol. 15, no. 1, 2025, pp. 20341-18, https://doi.org/10.1038/s41598-025-05429-8.

Warning: These citations may not always be 100% accurate.