Automatic Speech Recognition in L2 Learning: A Review Based on PRISMA Methodology
M Farrús - Languages, 2023 - mdpi.com
The language learning field is not exempt from benefiting from the most recent techniques
that have revolutionised the field of speech technologies. L2 learning, especially when it …
that have revolutionised the field of speech technologies. L2 learning, especially when it …
Optimizing and Evaluating Pre-Trained Large Language Models for Alzheimer's Disease Detection
This research focuses on developing improved diagnostic tools for Alzheimer's Disease
(AD), a condition impacting approximately 50 million individuals globally. In the paper, we …
(AD), a condition impacting approximately 50 million individuals globally. In the paper, we …
Scenario of Use Scheme: Threat Model Specification for Speaker Privacy Protection in the Medical Domain
Speech recordings are being more frequently used to detect and monitor disease, leading to
privacy concerns. Beyond cryptography, protection of speech can be addressed by …
privacy concerns. Beyond cryptography, protection of speech can be addressed by …
Whisper-Based Transfer Learning for Alzheimer Disease Classification: Leveraging Speech Segments with Full Transcripts as Prompts
J Li, WQ Zhang - … 2024-2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.org
Alzheimer's disease (AD) is a neurodegenerative disorder that can lead to speech
impairments. Early diagnosis is crucial for effective treatment, and speech-based diagnosis …
impairments. Early diagnosis is crucial for effective treatment, and speech-based diagnosis …
Dementia Assessment Using Mandarin Speech with an Attention-Based Speech Recognition Encoder
ZJ Lin, YJ Chen, PC Kuo, L Huang… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
Dementia diagnosis requires a series of different testing methods, which is complex and
time-consuming. Early detection of dementia is crucial as it can prevent further deterioration …
time-consuming. Early detection of dementia is crucial as it can prevent further deterioration …
Understanding video through the lens of language
M Bain - 2023 - ora.ox.ac.uk
The increasing abundance of video data online necessitates the development of systems
capable of understanding such content. However, building these systems poses significant …
capable of understanding such content. However, building these systems poses significant …
Profiling Patient Transcript Using Large Language Model Reasoning Augmentation for Alzheimer's Disease Detection
CP Chen, JL Li - arXiv preprint arXiv:2409.12541, 2024 - arxiv.org
Alzheimer's disease (AD) stands as the predominant cause of dementia, characterized by a
gradual decline in speech and language capabilities. Recent deep-learning advancements …
gradual decline in speech and language capabilities. Recent deep-learning advancements …