Devang Naik
6 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(10)
π£
Hot Topic Early Bird
Conferences
INTERSPEECH (4)
ICML (1)
NIPS (1)
Top co-authors
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)
structured pruning
(1)
audio-text alignment
(1)
acoustic feature
(1)
end-to-end model
(1)
equal error rate
(1)
voice assistant
(1)
wakeword detection
(1)
paralinguistic feature
(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
PDP: Parameter-free Differentiable Pruning is All You Need
NIPS 2023
Matching Latent Encoding for Audio-Text based Keyword Spotting
INTERSPEECH 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