Atchayaram Nalini
4 papers · 2023–2025 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(2)
Core Methods
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Speech & Audio
(1)
Analysis
(1)
Clinical
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization
(1)
Keywords
amyotrophic lateral sclerosis
(3)
mel-frequency cepstral coefficient
(2)
speech classification
(2)
dysarthria severity
(2)
spectral analysis
(1)
speech intelligibility
(1)
deep neural network
(1)
text embedding
(1)
dysarthria detection
(1)
automatic classification
(1)
diadochokinetic task
(1)
vowel classification
(1)
severity classification
(1)
fricative classification
(1)
dysarthria severity classification
(1)
multi-task learning
(1)
dense neural network
(1)
transfer learning
(1)
self-supervised learning
(1)
speech recognition
(1)
Papers
Comparison of Acoustic and Textual Features for Dysarthria Severity Classification in Amyotrophic Lateral Sclerosis
Interspeech 2025
Exploring Syllable Discriminability during Diadochokinetic Task with Increasing Dysarthria Severity for Patients with Amyotrophic Lateral Sclerosis
Interspeech 2024
Classification of Multi-class Vowels and Fricatives From Patients Having Amyotrophic Lateral Sclerosis with Varied Levels of Dysarthria Severity
Interspeech 2023
Transfer Learning to Aid Dysarthria Severity Classification for Patients with Amyotrophic Lateral Sclerosis
Interspeech 2023