Aswin Sivaraman
4 papers · 2020–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
model compression
(1)
ensemble learning
(1)
text classification
(1)
self-supervised learning
(1)
multimodal learning
(1)
speech enhancement
(1)
signal-to-noise ratio
(1)
audio classification
(1)
speech detection
(1)
personalized model
(1)
low-rank adaptation
(1)
mixture of expert
(1)
parameter efficiency
(1)
gating mechanism
(1)
gating network
(1)
speech denoising
(1)
content classification
(1)
large language model
(1)
neural network
(1)
speaker gender
(1)
Papers
Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection
Interspeech 2024
Detecting Extraneous Content in Podcasts
EACL 2021
Personalized Speech Enhancement Through Self-Supervised Data Augmentation and Purification
Interspeech 2021
Sparse Mixture of Local Experts for Efficient Speech Enhancement
Interspeech 2020