Rupak Vignesh Swaminathan
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Keywords
speech recognition
(2)
large language model
(2)
instruction following
(1)
model pruning
(1)
gradient optimization
(1)
low-rank tensor
(1)
convolutional neural network
(1)
long short-term memory
(1)
instruction fine-tuning
(1)
weight pruning
(1)
post-training compression
(1)
inference speedup
(1)
teacher-student model
(1)
multilingual learning
(1)
speech understanding
(1)
multilingual speech
(1)
word error rate
(1)
speech instruction tuning
(1)
speech-text model
(1)
speech generation
(1)
Papers
Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models
EMNLP 2025
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning
ACL 2025
Wanda++: Pruning Large Language Models via Regional Gradients
ACL 2025
ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition
Interspeech 2022
CoDERT: Distilling Encoder Representations with Co-Learning for Transducer-Based Speech Recognition
Interspeech 2021