Vishwanath Singh
Doctoral Researcher
School of Computing, Faculty of Science, Forestry and Technology
Publications
8/8 items-
Causal Structure Discovery for Error Diagnostics of Children's ASR
Singh, Vishwanath Pratap; Sahidullah, Md; Kinnunen, Tomi, 2025, 2900-2904. A4 Conference proceedings -
Causal analysis of ASR errors for children: Quantifying the impact of physiological, cognitive, and extrinsic factors
Singh, Vishwanath Pratap; Sahidullah, Md; Kinnunen, Tomi H, 2025, Computer speech and language, 95, 101859. A1 Journal article (refereed), original research -
Continuous Learning for Children's ASR: Overcoming Catastrophic Forgetting with Elastic Weight Consolidation and Synaptic Intelligence
Ahadzi, Edem; Pratap Singh, Vishwanath; Kinnunen, Tomi; Hautamaki, Ville, 2025, 2880-2884. A4 Conference proceedings -
Leveraging AM and FM Rhythm Spectrograms for Dementia Classification and Assessment
Gogoi, Parismita; Singh, Vishwanath Pratap; Khadirnaikar, Seema; Siddhartha, Soma; Kalita, Sishir; Mishra, Jagabandhu; Sahidullah, Md; Sarmah, Priyankoo; Prasanna, S. R.M., 2025, 539-543. A4 Conference proceedings -
STOPA: A Dataset of Systematic VariaTion Of DeePfake Audio for Open-Set Source Tracing and Attribution
Firc, Anton; Chhibber, Manasi; Mishra, Jagabandhu; Singh, Vishwanath Pratap; Kinnunen, Tomi H.; Malinka, Kamil, 2025, 1553-1557. A4 Conference proceedings -
ChildAugment: Data augmentation methods for zero-resource children's speaker verification
Singh, Vishwanath Pratap; Sahidullah, Md; Kinnunen, Tomi, 2024, Journal of the acoustical society of america, 155, 3, 2221-2232. A1 Journal article (refereed), original research -
ROAR: Reinforcing Original to Augmented Data Ratio Dynamics for Wav2Vec2.0 Based ASR
Singh, Vishwanath Pratap; Malato, Federico; Hautamäki, Ville; Sahidullah, Md.; Kinnunen, Tomi, 2024, 2885-2889. A4 Conference proceedings -
Speaker Verification Across Ages: Investigating Deep Speaker Embedding Sensitivity to Age Mismatch in Enrollment and Test Speech
Singh, Vishwanath Pratap; Sahidullah, Md; Kinnunen, Tomi, 2023, Proceedings of Interspeech 2023, 1948-1952. A4 Conference proceedings