AI Enhancements for Linguistic E-Learning System

J Liu, S Li, C Ren, Y Lyu, T Xu, Z Wang, W Chen - Applied Sciences, 2023 - mdpi.com
E-learning systems have been considerably developed after the COVID-19 pandemic. In our
previous work, we developed a linguistic interactive E-learning system for phonetic …

Transformer-based multilingual G2P converter for e-learning system

J Liu, C Ren, Y Luan, S Li, T Xie, C Seals… - … Conference on Human …, 2022 - Springer
Phonetic transcription is an approach to represent speech sounds to specific symbols. The
most common alphabet we used is the International Phonetic Alphabet (IPA), and the …

Speech disorders classification in phonetic exams with MFCC and DTW

J Liu, M Speights, D Bailey, S Li, H Zhou… - 2021 IEEE 7th …, 2021 - ieeexplore.ieee.org
Recognizing disordered speech is a challenge to Automatic Speech Recognition (ASR)
systems. This research focuses on classifying disordered speech vs. non-disordered speech …

Speech Disorders Classification by CNN in Phonetic E-Learning System

J Liu, C Ren, Y Luan, S Li, T Xie, C Seals… - … Conference on Human …, 2022 - Springer
Speech disorders may affect the process of phonetic transcriptions. In the Automated
Phonetic Transcription-the grading tool (APTgt), a linguistic E-learning system, to reduce the …

Phone-Based Speech Recognition for Phonetic E-Learning System

C Ren, J Liu, D Feng, CD Seals - International Conference on Human …, 2023 - Springer
The APTgt system is a web-based phonetics educational training tool that aims to improve
teachers' linguistics pedagogical experience and provide phonetic transcription training for …

Enhancing User Experience through Improving the User Interface of Phonetics Tools and Studies on Phone-level ASR-based Automation through Deep Learning …

C Ren - 2023 - search.proquest.com
The research includes three studies at the intersection of communications disorders and
computational linguistics. We begin with the case study of APTgt, a system created to im …