Michael Riley
14 papers · 2004–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π Academic Marathon Β· Ultra π Interdisciplinary Bridge Β· Bronze
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The Namer
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Topic Evolution
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(4)
Speech & Audio
(4)
Recognition
(4)
Natural Language Processing
(3)
Application Areas
(3)
Generation
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types
(1)
Mathematics
(1)
Optimization & Theory
(1)
Understanding
(1)
Keywords
speech recognition
(3)
word error rate
(3)
hybrid autoregressive transducer
(2)
language model
(2)
language model adaptation
(1)
named entity recognition
(1)
automatic speech recognition
(1)
privacy-preserving learning
(1)
discrete distribution
(1)
weight interpolation
(1)
inference acceleration
(1)
beam search
(1)
user-level privacy
(1)
language model rescoring
(1)
autoregressive language model
(1)
uncertain data
(1)
contextual speech recognition
(1)
contextual adaptation
(1)
n-gram language model
(1)
contextual cue
(1)
Papers
Accelerating Blockwise Parallel Language Models with Draft Refinement
NeurIPS 2024
On Adaptive Weight Interpolation of the Hybrid Autoregressive Transducer
Interspeech 2022
A Hybrid Seq-2-Seq ASR Design for On-Device and Server Applications
Interspeech 2021
Learning discrete distributions: user vs item-level privacy
NeurIPS 2020
Federated Learning of N-Gram Language Models
CoNLL 2019
Semantic Lattice Processing in Contextual Automatic Speech Recognition for Google Assistant
Interspeech 2018
Contextual Prediction Models for Speech Recognition
Interspeech 2016
Learning N-Gram Language Models from Uncertain Data
Interspeech 2016
Smoothed marginal distribution constraints for language modeling
ACL 2013
The OpenGrm open-source finite-state grammar software libraries
ACL 2012
Hierarchical Phrase-based Translation Representations
EMNLP 2011
Expected Sequence Similarity Maximization
NAACL 2010
OpenFst: An Open-Source, Weighted Finite-State Transducer Library and its Applications to Speech and Language
NAACL 2009
Statistical Modeling for Unit Selection in Speech Synthesis
ACL 2004