中国听力语言康复科学杂志2026，Vol.24Issue(3)：241-244,248,5.DOI:10.3969/j.issn.1672-4933.2026.03.005
人工智能技术在听觉言语康复中的应用
Applications of Artificial Intelligence in Auditory and Speech Rehabilitation
摘要
Abstract
Auditory and speech rehabilitation for hearing-impaired population.faces challenges such as uneven distribution of rehabilitation resources and high costs,which constrain the development of high-quality rehabilitation services.In particular,traditional rehabilitation methods fail to meet the auditory and speech rehabilitation needs of adults with hearing loss.The emergence of artificial intelligence(AI)provides a new way to solve these troubles in auditory and speech rehabilitation for the hearing-impaired population.This paper review the technological evolution of AI in this field,from traditional signal processing and machine learning to deep learning,large models,and clinical translation.Introduce the core technical architecture,including front-end perception,mid-level processing and back-end application.Now,AI has made significant progress in speech enhancement,outcome prediction,multimodal fusion and personalized rehabilitation plan generation.But,There are still difficulties remain,such as data scarcity and heterogeneity,insufficient model generalization capability,lack clinical interpretability and barriers to translation.Future works should focus on constructing large-scale multimodal databases,better out-of-distribution generalization of models and strengthen the integration of AI tools into clinical practice to make personalized and intelligent in auditory and speech rehabilitation for the hearing-impaired population.关键词
人工智能/听力障碍/言语康复/语音增强/临床转化Key words
Artificial intelligence/Hearing impaired/Speech rehabilitation/Speech enhancement/Clinical translation分类
医药卫生引用本文复制引用
蒋春,薛静,赵倩,李瑶,张艳玲,孙静,于丽玫,邢亚静..人工智能技术在听觉言语康复中的应用[J].中国听力语言康复科学杂志,2026,24(3):241-244,248,5.基金项目
2024年中国残联课题"人工智能声音修复技术在听障人士病理腔调中的修复"(2024CDPFHS-10) （2024CDPFHS-10）
