Automatic Pronunciation Assessment--A Review

YE Kheir, A Ali, SA Chowdhury - arxiv preprint arxiv:2310.13974, 2023 - arxiv.org
Pronunciation assessment and its application in computer-aided pronunciation training
(CAPT) have seen impressive progress in recent years. With the rapid growth in language …

Improving mispronunciation detection using speech reconstruction

A Das, R Gutierrez-Osuna - IEEE/ACM Transactions on Audio …, 2024 - ieeexplore.ieee.org
Training related machine learning tasks simultaneously can lead to improved performance
on both tasks. Text-to-speech (TTS) and mispronunciation detection and diagnosis (MDD) …

Arabic Mispronunciation Recognition System Using LSTM Network

A Ahmed, M Bader, I Shahin, AB Nassif, N Werghi… - Information, 2023 - mdpi.com
The Arabic language has always been an immense source of attraction to various people
from different ethnicities by virtue of the significant linguistic legacy that it possesses …

Mispronunciation detection and diagnosis using deep neural networks: a systematic review

M Lounis, B Dendani, H Bahi - Multimedia Tools and Applications, 2024 - Springer
The increased need for foreign language learning, along with advances in speech
technology have heightened interest in computer-assisted pronunciation teaching (CAPT) …

Peppanet: Effective mispronunciation detection and diagnosis leveraging phonetic, phonological, and acoustic cues

BC Yan, HW Wang, B Chen - 2022 IEEE Spoken Language …, 2023 - ieeexplore.ieee.org
Mispronunciation detection and diagnosis (MDD) aims to detect erroneous pronunciation
segments in an L2 learner's articulation and subsequently provide informative diagnostic …

Effective graph-based modeling of articulation traits for mispronunciation detection and diagnosis

BC Yan, HW Wang, YC Wang… - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Mispronunciation detection and diagnosis (MDD) manages to pinpoint phone-level
erroneous pronunciation segmentations and provide instant and informative diagnostic …

[PDF][PDF] Mispronunciation detection and diagnosis model for tonal language, applied to Vietnamese

TT Huu, VT Pham, TTT Nguyen… - Proc. INTERSPEECH …, 2023 - isca-archive.org
A tonal language is a language in which the meaning of words is not only determined by the
sounds of the consonants and vowels, but also by the pitch or tone used to pronounce them …

End-to-end word-level disfluency detection and classification in children's reading assessment

L Venkatasubramaniam, V Sunder… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
Disfluency detection and classification on children's speech has a great potential for
teaching reading skills. Word-level assessment of children's speech can help teachers to …

End-to-End Mispronunciation Detection and Diagnosis Using Transfer Learning

L Peng, Y Gao, R Bao, Y Li, J Zhang - Applied Sciences, 2023 - mdpi.com
As an indispensable module of computer-aided pronunciation training (CAPT) systems,
mispronunciation detection and diagnosis (MDD) techniques have attracted a lot of attention …

Multi-view multi-task representation learning for mispronunciation detection

YE Kheir, SA Chowdhury, A Ali - arxiv preprint arxiv:2306.01845, 2023 - arxiv.org
The disparity in phonology between learner's native (L1) and target (L2) language poses a
significant challenge for mispronunciation detection and diagnosis (MDD) systems. This …