Saurabh Adya
9 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🔥
Unstoppable · Bronze
Venues
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Research topics
Keywords
neural network
(3)
model compression
(2)
voice trigger detection
(2)
speech detection
(2)
acoustic model
(2)
false trigger mitigation
(2)
k-means clustering
(1)
natural language processing
(1)
metric learning
(1)
speech recognition
(1)
multimodal learning
(1)
speaker recognition
(1)
acoustic modeling
(1)
connectionist temporal classification
(1)
knowledge distillation
(1)
binary classification
(1)
differentiable pruning
(1)
low-rank adaptation
(1)
error rate
(1)
weakly supervised learning
(1)
Papers
Comparative Analysis of Personalized Voice Activity Detection Systems: Assessing Real-World Effectiveness
Interspeech 2024
Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection
Interspeech 2024
Efficient Multimodal Neural Networks for Trigger-less Voice Assistants
Interspeech 2023
PDP: Parameter-free Differentiable Pruning is All You Need
NeurIPS 2023
Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models
Interspeech 2022
DKM: Differentiable k-Means Clustering Layer for Neural Network Compression
ICLR 2022
Improving Voice Trigger Detection with Metric Learning
Interspeech 2022
Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation
Interspeech 2021
Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering
Interspeech 2020