Saurabh Adya
9 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (19)
π₯
Unstoppable
(5)
Conferences
INTERSPEECH (7)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
speech detection
(2)
neural network
(2)
false trigger mitigation
(2)
acoustic model
(2)
voice trigger detection
(2)
knowledge distillation
(1)
speech recognition
(1)
multimodal learning
(1)
speaker recognition
(1)
acoustic modeling
(1)
weakly-supervised learning
(1)
connectionist temporal classification
(1)
low-rank adaptation
(1)
differentiable pruning
(1)
error rate
(1)
transformer network
(1)
gesture recognition
(1)
multimodal fusion
(1)
parameter efficiency
(1)
structured pruning
(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
PDP: Parameter-free Differentiable Pruning is All You Need
NIPS 2023
Efficient Multimodal Neural Networks for Trigger-less Voice Assistants
INTERSPEECH 2023
Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models
INTERSPEECH 2022
Improving Voice Trigger Detection with Metric Learning
INTERSPEECH 2022
DKM: Differentiable k-Means Clustering Layer for Neural Network Compression
ICLR 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