Enhancing english oral translation through cross-modal learning and synchronous optimization

• Published in: PloS one Vol. 20; no. 8; p. e0329381
• Main Author: Wang, Yan
• Format: Journal Article
• Language: English
• Published: United States Public Library of Science 18.08.2025; Public Library of Science (PLoS)
• Subjects: Accuracy; Algorithms; Analysis; Attention; Bilingualism; Biology and Life Sciences; Computational linguistics; Engineering and Technology; English language; Language processing; Linear transformations; Machine translation; Memory; Natural language interfaces; Neural networks; Optimization; Probability distribution; Real time; Semantics; Social Sciences; Speech; Synchronization; Time synchronization; Translating and interpreting; Translation; United Kingdom

Oral translation in English serves as a critical conduit for international communication and cultural exchange. However, the prevalent variations in pronunciation and the rapid pace of spoken language currently impede the efficacy of synchronous translation methods. To improve the quality and effici...