Construction of an Automatic Assessment Model for English Speaking Proficiency based on Convolutional Neural Networks

Author:

Duan Xiaoxiao1ORCID,Zhou Tong1ORCID,Duan Ping2ORCID

Affiliation:

1. International Cooperation and Exchange Office, Chongqing Vocational Institute of Engineering, China

2. School of Big Data & Internet of Things, Chongqing Vocational Institute of Engineering, China

Funder

2022 Science and Technology Research Plan Project of Chongqing Education Commission, Research on Evaluation Index System of Internationalization Level of Higher Vocational Colleges under the Background of the Belt and Road

Publisher

ACM

Reference17 articles.

1. Natural language processing applied to tourism research: A systematic review and future research directions

2. Zhang T, Schoene A M, Ji S, Natural language processing applied to mental illness detection: a narrative review. NPJ digital medicine, 2022, 5(1): 1-13.

3. Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey

4. Chen, L., Tao, J., Ghaffarzadegan, S., & Qian, Y. (2018, April). End-to-end neural network based automated speech scoring. In 2018 IEEE international conference on acoustics, speech and signal processing (ICASSP) (pp. 6234-6238). IEEE.

5. Chung, H., Lee, Y. K., Lee, S. J., & Park, J. G. (2017, November). Spoken english fluency scoring using convolutional neural networks. In 2017 20th Conference of the Oriental Chapter of the International Coordinating Committee on Speech Databases and Speech I/O Systems and Assessment (O-COCOSDA) (pp. 1-6). IEEE.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3