Hemant Kumar Kathania
Scholar

Hemant Kumar Kathania

Google Scholar ID: cJiasXoAAAAJ
Assistant Professor NIT Sikkim
Children Speech RecognitionLow ResourceZero shotkeyword spottingMachine Learning
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Citations & Impact
All-time
Citations
523
 
H-index
14
 
i10-index
18
 
Publications
20
 
Co-authors
0
 
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Publications
9 items
DSSCNet: A Transfer Learning Framework for Cross-Corpus Dysarthric Speech Severity Classification
2026
Cited
0
How Well Do Self-Supervised Speech Models Encode Age and Gender in Children's Speech? A Layer-Wise Analysis Across Multiple Architectures
2026
Cited
0
Improving End-to-End Speech Recognition for Dysarthric Speech through In-Domain Data Augmentation
2026
Cited
0
Systematic Study of Dysarthric Speech Recognition: Spectral Features and Acoustic Models
2026
Cited
0
Cross-Dataset, Age, and Gender Generalization: A Comprehensive Analysis of Fine-Tuning Strategies for Low-Resource Children's ASR
2026
Cited
0
Enhancing Speaker-Independent Dysarthric Speech Severity Classification with DSSCNet and Cross-Corpus Adaptation
2025
Cited
0
Can Layer-wise SSL Features Improve Zero-Shot ASR Performance for Children's Speech?
2025
Cited
0
Zero-Shot KWS for Children's Speech using Layer-Wise Features from SSL Models
2025
Cited
0
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)