Ian Williams
4 papers · 2017–2020 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Speech & Audio
(3)
Recognition
(3)
Deep Learning
(2)
Machine Learning
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Architectures
(1)
Cognitive Science
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Processing
(1)
Keywords
beam search
(2)
automatic speech recognition
(2)
named entity recognition
(1)
contextual information
(1)
language model
(1)
search pruning
(1)
end-to-end model
(1)
word error rate
(1)
hypothesis rescoring
(1)
contextual speech recognition
(1)
listen attend spell
(1)
contextual adaptation
(1)
contextual recognition
(1)
visual detection
(1)
semantic lattice
(1)
perceptual threshold
(1)
image transformation detection
(1)
representation learning
(1)
convolutional classifier
(1)
human perception
(1)
Papers
Learning to Observe: Approximating Human Perceptual Thresholds for Detection of Suprathreshold Image Transformations
CVPR 2020
Contextual Speech Recognition in End-to-end Neural Network Systems Using Beam Search
Interspeech 2018
Semantic Lattice Processing in Contextual Automatic Speech Recognition for Google Assistant
Interspeech 2018
Rescoring-Aware Beam Search for Reduced Search Errors in Contextual Automatic Speech Recognition
Interspeech 2017