Nikko Strom
4 papers · 2017–2022 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)
👥
Mega-Team
(31)
Conferences
INTERSPEECH (3)
NAACL (1)
Top co-authors
Keywords
neural network optimization
(2)
model compression
(2)
multi-task learning
(1)
transfer learning
(1)
policy learning
(1)
task-oriented dialogue
(1)
natural language understanding
(1)
dialogue state tracking
(1)
keyword spotting
(1)
acoustic modeling
(1)
singular value decomposition
(1)
distributed training
(1)
model averaging
(1)
gradient compression
(1)
weight quantization
(1)
dialogue simulation
(1)
time delay neural network
(1)
low bit quantization
(1)
stochastic gradient descent
(1)
Papers
Squashed Weight Distribution for Low Bit Quantization of Deep Models
INTERSPEECH 2022
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems
NAACL 2021
Two Tiered Distributed Training Algorithm for Acoustic Modeling
INTERSPEECH 2019
Compressed Time Delay Neural Network for Small-Footprint Keyword Spotting
INTERSPEECH 2017