A Self-Evaluated Bilingual Automatic Speech Recognition System for Mandarin–English Mixed Conversations

• Published in: Applied sciences Vol. 15; no. 14; p. 7691
• Main Authors: Hai, Xinhe, Aranganadin, Kaviya, Yeh, Cheng-Cheng, Hua, Zhengmao, Huang, Chen-Yun, Hsu, Hua-Yi, Lin, Ming-Chieh
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.07.2025
• Subjects: Accuracy; Acoustics; Algorithms; API; Applications programming; automatic speech recognition; bilingual; Bilingualism; Communication; Datasets; Dictionaries; English language; Error analysis; Evaluation; Human-computer interaction; Language; Machine learning; Mandarin; Mandarin–English; mixed error rate; Multilingualism; Performance evaluation; Phonetics; Self evaluation; Speech; Speech recognition; Speech recognition software; Voice recognition; United Kingdom; Taiwan; Washington, D.C

Bilingual communication is increasingly prevalent in this globally connected world, where cultural exchanges and international interactions are unavoidable. Existing automatic speech recognition (ASR) systems are often limited to single languages. However, the growing demand for bilingual ASR in hum...