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A systematic review and narrative analysis of digital speech biomarkers in motor neuron disease
M Bowden, E Beswick, J Tam, D Perry, A Smith… - NPJ digital …, 2023 - nature.com
Abstract Motor Neuron Disease (MND) is a progressive and largely fatal neurodegeneritve
disorder with a lifetime risk of approximately 1 in 300. At diagnosis, up to 25% of people with …
disorder with a lifetime risk of approximately 1 in 300. At diagnosis, up to 25% of people with …
Toward generalizable machine learning models in speech, language, and hearing sciences: Estimating sample size and reducing overfitting
H Ghasemzadeh, RE Hillman… - Journal of Speech …, 2024 - pubs.asha.org
Purpose: Many studies using machine learning (ML) in speech, language, and hearing
sciences rely upon cross-validations with single data splitting. This study's first purpose is to …
sciences rely upon cross-validations with single data splitting. This study's first purpose is to …
Speaker-independent silent speech recognition from flesh-point articulatory movements using an LSTM neural network
Silent speech recognition (SSR) converts nonaudio information such as articulatory
movements into text. SSR has the potential to enable persons with laryngectomy to …
movements into text. SSR has the potential to enable persons with laryngectomy to …
Relationship between tongue positions and formant frequencies in female speakers
This study examined the relationship (1) between acoustic vowel space and the
corresponding tongue kinematic vowel space and (2) between formant frequencies (F1 and …
corresponding tongue kinematic vowel space and (2) between formant frequencies (F1 and …
Methods for quantifying tongue shape and complexity using ultrasound imaging
Quantification of tongue shape is potentially useful for indexing articulatory strategies arising
from intervention, therapy and development. Tongue shape complexity is a parameter that …
from intervention, therapy and development. Tongue shape complexity is a parameter that …
[PDF][PDF] SMASH: a tool for articulatory data processing and analysis.
Recent innovations in 3D motion capture technology such as electromagnetic articulography
(EMA) are providing unprecedented access to the intricate movements of the articulators …
(EMA) are providing unprecedented access to the intricate movements of the articulators …
Automatic prediction of intelligible speaking rate for individuals with ALS from speech acoustic and articulatory samples
Purpose: This research aimed to automatically predict intelligible speaking rate for
individuals with Amyotrophic Lateral Sclerosis (ALS) based on speech acoustic and …
individuals with Amyotrophic Lateral Sclerosis (ALS) based on speech acoustic and …
[PDF][PDF] Towards Automatic Detection of Amyotrophic Lateral Sclerosis from Speech Acoustic and Articulatory Samples.
Amyotrophic lateral sclerosis (ALS) is a rapid neurodegenerative disease that affects the
speech motor functions of patients, thus causes dysarthria. There is no definite marker for …
speech motor functions of patients, thus causes dysarthria. There is no definite marker for …
Discovering multidimensional motifs in physiological signals for personalized healthcare
Personalized diagnosis and therapy requires monitoring patient activity using various body
sensors. Sensor data generated during personalized exercises or tasks may be too specific …
sensors. Sensor data generated during personalized exercises or tasks may be too specific …
Silent speech command word recognition using stepped frequency continuous wave radar
Recovering speech in the absence of the acoustic speech signal itself, ie, silent speech,
holds great potential for restoring or enhancing oral communication in those who lost it …
holds great potential for restoring or enhancing oral communication in those who lost it …