Devang Naik
6 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
model compression
(1)
semantic alignment
(1)
neural network optimization
(1)
keyword spotting
(1)
intent detection
(1)
emotion detection
(1)
dynamic programming
(1)
convolutional neural network
(1)
memory efficiency
(1)
language model
(1)
latent space
(1)
differentiable pruning
(1)
causal attention
(1)
key-value cache
(1)
structured pruning
(1)
audio-text alignment
(1)
acoustic feature
(1)
end-to-end model
(1)
equal error rate
(1)
voice assistant
(1)
Papers
KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation
ICML 2024
RepCNN: Micro-sized, Mighty Models for Wakeword Detection
Interspeech 2024
Matching Latent Encoding for Audio-Text based Keyword Spotting
Interspeech 2023
PDP: Parameter-free Differentiable Pruning is All You Need
NeurIPS 2023
Complementary Language Model and Parallel Bi-LRNN for False Trigger Mitigation
Interspeech 2020
Leveraging Acoustic Cues and Paralinguistic Embeddings to Detect Expression from Voice
Interspeech 2019