Vishwanath Pratap Singh
7 papers · 2022–2025 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Speech & Audio
(6)
Machine Learning
(5)
Artificial Intelligence
(4)
Analysis
(3)
Recognition
(3)
Deep Learning
(2)
Application Areas
(2)
Core AI
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Clinical
(1)
Core Methods
(1)
Keywords
automatic speech recognition
(3)
data augmentation
(2)
catastrophic forgetting
(1)
vision transformer
(1)
online learning
(1)
speech recognition
(1)
speaker embedding
(1)
speaker verification
(1)
acoustic representation
(1)
acoustic model
(1)
generative model
(1)
multimodal fusion
(1)
elastic weight consolidation
(1)
deep q-network
(1)
error analysis
(1)
child speech
(1)
children's speech
(1)
forensic analysis
(1)
voice biometrics
(1)
linguistic embedding
(1)
Papers
Causal Structure Discovery for Error Diagnostics of Children's ASR
Interspeech 2025
Continuous Learning for Children's ASR: Overcoming Catastrophic Forgetting with Elastic Weight Consolidation and Synaptic Intelligence
Interspeech 2025
Leveraging AM and FM Rhythm Spectrograms for Dementia Classification and Assessment
Interspeech 2025
STOPA: A Dataset of Systematic VariaTion Of DeePfake Audio for Open-Set Source Tracing and Attribution
Interspeech 2025
ROAR: Reinforcing Original to Augmented Data Ratio Dynamics for Wav2vec2.0 Based ASR
Interspeech 2024
Speaker Verification Across Ages: Investigating Deep Speaker Embedding Sensitivity to Age Mismatch in Enrollment and Test Speech
Interspeech 2023
Spectral Modification Based Data Augmentation For Improving End-to-End ASR For Children’s Speech
Interspeech 2022