An approach to mispronunciation detection and diagnosis with acoustic, phonetic and linguistic (apl) embeddings

W Ye, S Mao, F Soong, W Wu, Y Xia… - ICASSP 2022-2022 …, 2022 - ieeexplore.ieee.org
Many mispronunciation detection and diagnosis (MD&D) research approaches try to exploit
both the acoustic and linguistic features as input. Yet the improvement of the performance is …

End-to-end mispronunciation detection and diagnosis from raw waveforms

BC Yan, B Chen - 2021 29th European Signal Processing …, 2021 - ieeexplore.ieee.org
Mispronunciation detection and diagnosis (MDD) is designed to identify pronunciation errors
and provide instructive feedback to guide non-native language learners, which is a core …

Maximum f1-score training for end-to-end mispronunciation detection and diagnosis of L2 English speech

BC Yan, HW Wang, SWF Jiang… - … on Multimedia and …, 2022 - ieeexplore.ieee.org
End-to-end (E2E) neural models are increasingly attracting attention as a promising
modeling approach for mispronunciation detection and diagnosis (MDD). Typically, these …

[PDF][PDF] THE IMPORTANCE OF MISPRONUNCIATION DETECTION IN NON NATIVE LANGUAGE

K Sarvinoz - INTERNATIONAL CONFERENCE ON …, 2024 - universalconference.us
This article is based on providing basic information on mispronunciation detection in non-
native language. In linguistics, mispronunciation is the act of pronouncing a word incorrectly …

[PDF][PDF] A Deep Learning Platform for Language Education Research and Development.

KM Tan, R Duan, X Huang, B Zou, XL Do - INTERSPEECH, 2022 - isca-archive.org
We present a language education research, development, and deployment platform that
allows researchers, developers and teachers alike to easily design pipelines and …

[PDF][PDF] Joint Learning Feature and Model Adaptation for Unsupervised Acoustic Modelling of Child Speech

R Duan - isca-archive.org
Due to the high acoustic variability of child speech and the lack of publicly available
datasets, acoustic modeling for child speech is challenging. In this work, we address these …

[PDF][PDF] WittyKiddy: Multilingual Spoken Language Learning for Kids.

K Shi, KM Tan, H Zhang, SUM Salleh, S Ni… - Interspeech, 2021 - researchgate.net
We present WittyKiddy, a spoken language learning system for children, developed at the
Institute for Infocomm Research (I2R), A* STAR, Singapore. Our system automatically …