自闭症的言语和语言模式:将自然语言处理作为研究和临床工具
Jadyn Trayvick1, Sarah B Barkley1, Alessia McGowan2
1Seaver Autism Center for Research and Treatment, Department of Psychiatry, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, Box 1230, New York, NY 10029, USA; Department of Psychology, Stony Brook University, Stony Brook, NY 11794, USA.
语音和语言差异是自闭症谱系障碍 (ASD) 的关键. 自动化方法提供对这些语音和语言模式的客观分析,以更好地理解和干预.
科学领域:
- 语言学的语言学.
- 神经发育障碍 神经发育障碍
- 语言病理学 语音病理学
背景情况:
- 自闭症谱系障碍 (ASD) 的特点是言语和语言差异.
- 现有研究由于主观评估和异质性而面临局限性.
- 了解ASD语言表型对于诊断和干预至关重要.
研究的目的:
- 审查当前关于ASD语音和语言差异的证据.
- 突出客观,定量语言分析方面的进步.
- 提出未来的研究方向,以全面理解.
主要方法:
- 审查现有的文学在语音和语言在ASD.
- 探索诸如自然语言处理 (NLP) 等自动化方法.
- 讨论用于定量测量的语音分析软件.
主要成果:
- 在ASD中,言语和语言差异得到了充分的记录.
- 自动化方法提供客观和公正的测量.
- NLP和语音分析为研究提供了新的途径.
结论:
- 对话和语言的客观,定量分析正在推动ASD研究.
- 在自然环境中整合语音和语言特征是关键.
- 这种方法对ASD诊断,干预和研究有重大影响.
更多相关视频
10:11Portable Intermodal Preferential Looking IPL: Investigating Language Comprehension in Typically Developing Toddlers and Young Children with Autism
Published on: December 14, 2012
08:42A Familiarization Protocol Facilitates the Participation of Children with ASD in Electrophysiological Research
Published on: July 31, 2017
相关概念视频
Autism Spectrum Disorder
These core symptoms manifest differently among individuals, ranging from mild to severe. The disorder's complexity extends beyond its clinical presentation, encompassing a diverse range of biological, cognitive, and sociocultural influences.
Modeling in Therapy
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...
Language and Cognition
Language Development
The critical period for language acquisition suggests that the ability to acquire language is at its peak early in life. As people age, this proficiency decreases. Language development begins very...
