Automatic speech recognition (asr) systems for children: A systematic literature review
Automatic speech recognition (ASR) is one of the ways used to transform acoustic speech
signals into text. Over the last few decades, an enormous amount of research work has been …
signals into text. Over the last few decades, an enormous amount of research work has been …
Automatic rating of spontaneous speech for low-resource languages
R Al-Ghezi, Y Getman, E Voskoboinik… - 2022 IEEE Spoken …, 2023 - ieeexplore.ieee.org
Automatic spontaneous speaking assessment systems bring numerous advantages to
second language (L2) learning and assessment such as promoting self-learning and …
second language (L2) learning and assessment such as promoting self-learning and …
Predicting children's perceived reading proficiency with prosody modeling
K Sabu, P Rao - Computer Speech & Language, 2024 - Elsevier
Reading is a foundational skill and the focus of school-level education efforts across
countries. The assessment of linguistic competence from oral reading has long been the …
countries. The assessment of linguistic competence from oral reading has long been the …
Automatic assessment of oral readings of young pupils
We propose a computational framework for estimating multidimensional subjective ratings of
the reading performance of young readers from speech-based objective measures. We …
the reading performance of young readers from speech-based objective measures. We …
Assessing phrase break of esl speech with pre-trained language models and large language models
This work introduces approaches to assessing phrase breaks in ESL learners' speech using
pre-trained language models (PLMs) and large language models (LLMs). There are two …
pre-trained language models (PLMs) and large language models (LLMs). There are two …
Automated prosody classification for oral reading fluency with quadratic kappa loss and attentive x-vectors
Automated prosody classification in the context of oral reading fluency is a critical area for
the objective evaluation of students' reading proficiency. In this work, we present the largest …
the objective evaluation of students' reading proficiency. In this work, we present the largest …
Prosodic event detection in children's read speech
K Sabu, P Rao - Computer Speech & Language, 2021 - Elsevier
Prosody is the supra-segmental aspect of speech that helps to convey the structure and
intended meaning of lexical content unambiguously. The automatic detection of prosodic …
intended meaning of lexical content unambiguously. The automatic detection of prosodic …
Identifying language disorder in bilingual children using automatic speech recognition
N Albudoor, ED Peña - Journal of Speech, Language, and Hearing …, 2022 - ASHA
Purpose: The differential diagnosis of developmental language disorder (DLD) in bilingual
children represents a unique challenge due to their distributed language exposure and …
children represents a unique challenge due to their distributed language exposure and …
Enhancing Automatic Speech Recognition for Punjabi Dialects: An Experimental Analysis of Incorporating Prosodic Features and Acoustic Variability Mitigation
Abstract The development of Automatic Speech Recognition (ASR) systems has varied
significantly across the roughly 6500 languages that make up the world's spoken languages …
significantly across the roughly 6500 languages that make up the world's spoken languages …
Assessing Phrase Break of ESL speech with Pre-trained Language Models
This work introduces an approach to assessing phrase break in ESL learners' speech with
pre-trained language models (PLMs). Different with traditional methods, this proposal …
pre-trained language models (PLMs). Different with traditional methods, this proposal …