Voice based classification of patients with amyotrophic lateral sclerosis, Parkinson's disease and healthy controls with CNN-LSTM using transfer learning
In this paper, we consider 2-class and 3-class classification problems for classifying patients
with Amyotrophic Lateral Sclerosis (ALS), Parkinson's Disease (PD), and Healthy Controls …
with Amyotrophic Lateral Sclerosis (ALS), Parkinson's Disease (PD), and Healthy Controls …
[PDF][PDF] Comparison of Speech Tasks and Recording Devices for Voice Based Automatic Classification of Healthy Subjects and Patients with Amyotrophic Lateral …
We consider the task of speech based automatic classification of patients with amyotrophic
lateral sclerosis (ALS) and healthy subjects. The role of different speech tasks and recording …
lateral sclerosis (ALS) and healthy subjects. The role of different speech tasks and recording …
Comparison of speech tasks for automatic classification of patients with amyotrophic lateral sclerosis and healthy subjects
In this work, we consider the task of acoustic and articulatory feature based automatic
classification of Amyotrophic Lateral Sclerosis (ALS) patients and healthy subjects using …
classification of Amyotrophic Lateral Sclerosis (ALS) patients and healthy subjects using …
[PDF][PDF] Classification of multi-class vowels and fricatives from patients having Amyotrophic Lateral Sclerosis with varied levels of dysarthria severity
Abstract Dysarthria due to Amyotrophic Lateral Sclerosis (ALS) progressively distorts the
acoustic space affecting the discriminability of different vowels and fricatives. However, the …
acoustic space affecting the discriminability of different vowels and fricatives. However, the …
Spectral Analysis of Vowels and Fricatives at Varied Levels of Dysarthria Severity for Amyotrophic Lateral Sclerosis
CVT Kumar, T Bhattacharjee, S Vengalil… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
Dysarthria due to Amyotrophic Lateral Sclerosis (ALS) affects the acoustic characteristics of
different speech sounds. The effects intensify with increasing severity leading to the collapse …
different speech sounds. The effects intensify with increasing severity leading to the collapse …
Static and Dynamic Source and Filter Cues for Classification of Amyotrophic Lateral Sclerosis Patients and Healthy Subjects
T Bhattacharjee, CVT Kumar, Y Belur… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
Dysarthria due to Amyotrophic Lateral Sclerosis (ALS) affects speech production. Even the
elementary sustained vowel utterances get impaired. For these, the impairments can be in …
elementary sustained vowel utterances get impaired. For these, the impairments can be in …
[PDF][PDF] Exploring Syllable Discriminability during Diadochokinetic Task with Increasing Dysarthria Severity for Patients with Amyotrophic Lateral Sclerosis
AN Belur, PK Ghosh - spire.ee.iisc.ac.in
We explore the discriminability among/pa/,/ta/, and/ka/syllables, spoken during
diadochokinetic (DDK) task, at varied severity levels of amyotrophic lateral sclerosis (ALS) …
diadochokinetic (DDK) task, at varied severity levels of amyotrophic lateral sclerosis (ALS) …