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Natarajan Balaji Shankar — most-cited papers & profile · Speech Audio
← authors
·
overview
Natarajan Balaji Shankar
10
papers ·
3
citations ·
7
h-index
University of California, Los Angeles
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Selective Attention Merging for low resource tasks: A case study of Child ASR
2025 · 2 citations
SOA: Reducing Domain Mismatch in SSL Pipeline by Speech Only Adaptation for Low Resource ASR
2024 · 1 citations
Gumbel-BEARD: Automatic Layer Selection for Self-Supervised Adaptation of Whisper in Low-Resource Domains
2026
Entropy-Aware Domain-Routed Mixture-of-Experts Speech-LLM Framework: A Case Study of Multi-Domain Child-Adult ASR
2026
GC-LoRA: Gated Convolutional LoRA for Parameter-Efficient Acoustic Adaptation
2026
Mind the Shift: Using Delta SSL Embeddings to Enhance Child ASR
2026
Comparing Unsupervised and Supervised Semantic Speech Tokens: A Case Study of Child ASR
2025
Benchmarking Training Paradigms, Dataset Composition, and Model Scaling for Child ASR in ESPnet
2025
CHSER: A Dataset and Case Study on Generative Speech Error Correction for Child ASR
2025
Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models
2024
Top co-authors
Mohan Shi
· 6
Abeer Alwan
· 5
Abeer Alwan
· 3
Zilai Wang
· 3
and Abeer Alwan
· 2
Eray Eren
· 2
Kaiyuan Zhang
· 2
Kaiyuan Zhang
· 2
Ruchao Fan
· 2
Zilai Wang
· 2
and Shinji Watanabe
· 1
Anyu Ying
· 1
Topics
Speech Recognition
Audio Understanding
Speech Translation
Text-to-Speech