Paban Sapkota

According to our database, Paban Sapkota authored at least 10 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Fusion of Data Augmentation for Improved Dysarthria Severity Classification.

Paban Sapkota, Bhanuja Karumuru, Hemant Kumar Kathania, Sudarsana Reddy Kadiri

J. Signal Process. Syst., June, 2026

Role of SSL models: Finetuning and feature optimization for dysarthric speech recognition and keyword spotting.

Paban Sapkota, Hemant Kumar Kathania, Subham Kutum

Comput. Electr. Eng., 2026

Autoencoder Based Optimized SSL Representations: Complexity Minimization and Improved Dysarthric ASR.

Paban Sapkota, Hemant Kumar Kathania, Mikko Kurimo, Shrikanth Narayanan, Sudarsana Reddy Kadiri

Proceedings of the National Conference on Communications, 2026

2025

Empowering dysarthric communication: a self-supervised approach to keyword spotting.

Subham Kutum, Paban Sapkota, Abhijit Sinha, Hemant Kumar Kathania, Mahesh Chandra Govil

Signal Image Video Process., December, 2025

Enhancing Speaker-Independent Dysarthric Speech Severity Classification with DSSCNet and Cross-Corpus Adaptation.

Arnab Kumar Roy, Hemant Kumar Kathania, Paban Sapkota

CoRR, September, 2025

Do all features matter? Layer-wise feature probing of self-supervised speech models for dysarthria severity classification.

Paban Sapkota, Harsh Srivastava, Hemant Kumar Kathania, Shrikanth Narayanan, Sudarsana Reddy Kadiri

Speech Commun., 2025

Enhancing Traditional Kaldi Dysarthric Speech Recognition Using SSL-Features.

Paban Sapkota, Abhijit Sinha, Hemant Kumar Kathania, Sudarsana Reddy Kadiri

Proceedings of the National Conference on Communications, 2025

2024

In-Domain Data Augmentation to Enhance Severity Level Classification of Dysarthria from Speech.

Bhanuja Karumuru, Paban Sapkota, Hemant Kumar Kathania

Proceedings of the International Conference on Signal Processing and Communications, 2024

Improving End-to-End Speech Recognition for Dysarthric Speech through In-Domain Data Augmentation.

Paban Sapkota, Hemant Kumar Kathania, Sudarsana Reddy Kadiri, Shrikanth Narayanan

Proceedings of the 58th Asilomar Conference on Signals, 2024

Systematic Study of Dysarthric Speech Recognition: Spectral Features and Acoustic Models.

Paban Sapkota, Hemant Kumar Kathania, Mikko Kurimo, Sudarsana Reddy Kadiri, Shrikanth Narayanan

Proceedings of the 58th Asilomar Conference on Signals, 2024