Yamini Belur
7 papers · 2019–2025 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(5)
Artificial Intelligence
(4)
Core AI
(3)
Deep Learning
(2)
Healthcare & Medicine
(2)
Speech & Audio
(2)
Analysis
(2)
Clinical
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization
(1)
Keywords
speech classification
(5)
amyotrophic lateral sclerosis
(4)
mel-frequency cepstral coefficient
(4)
speech analysis
(2)
deep neural network
(2)
dysarthria severity
(2)
disease detection
(1)
speech intelligibility
(1)
support vector machine
(1)
convolutional neural network
(1)
text embedding
(1)
medical diagnosis
(1)
bidirectional lstm
(1)
disease classification
(1)
bidirectional long short-term memory
(1)
raw waveform
(1)
parkinson disease
(1)
dysarthria detection
(1)
automatic classification
(1)
diadochokinetic task
(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
Source and Vocal Tract Cues for Speech-Based Classification of Patients with Parkinson’s Disease and Healthy Subjects
Interspeech 2021
Raw Speech Waveform Based Classification of Patients with ALS, Parkinson’s Disease and Healthy Controls Using CNN-BLSTM
Interspeech 2020
Comparison of Speech Tasks and Recording Devices for Voice Based Automatic Classification of Healthy Subjects and Patients with Amyotrophic Lateral Sclerosis
Interspeech 2019