Phoneme feature integrated English-Thai-old multi-language neural machine translation method and device

• Main Authors: WANG ZHENHAN, WANG LINQIN, MAO CUNLI, SHEN ZHENG, ZHANG YONGBING, GAO SHENGXIANG
• Format: Patent
• Language: Chinese; English
• Published: 11.11.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The invention relates to an English-Thai-old multi-language neural machine translation method and device integrated with phoneme features, and belongs to the technical field of natural language processing. Thai and Lao belong to low-resource languages, and the multi-language neural machine translation method can effectively improve the translation quality. The invention provides an English-Thai-Lao multi-language neural machine translation method integrated with phoneme features to solve the problem that due to the fact that the character difference between Thai and Lao is large, a unified word representation form is difficult to obtain through an existing method. The method mainly comprises three parts of text data preprocessing, phoneme generation and processing, an English-Thai-old multi-language neural machine translation method integrated with phoneme features, and English-Thai-old multi-language neural machine translation. According to the three functional modules, the English-Thai-Lao multi-language ne