Michael Riley

Computer Science · Physical Sciences

36h-index5.2kcitations151works0.02yr avg
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Research Topics

Speech Recognition and Synthesis(66), Natural Language Processing Techniques(56), Algorithms and Data Compression(29), Speech and dialogue systems(29), semigroups and automata theory(22)

Publications151 total

Exploring and Improving Drafts in Blockwise Parallel Decoding
arXiv (Cornell University)·2024Open Access
Accelerating Blockwise Parallel Language Models with Draft Refinement
2024
Self-Supervised Adaptive Weighting for Cooperative Perception in V2V Communications
IEEE Transactions on Intelligent Vehicles·2023· 13 citedOpen Access
Self-supervised Adaptive Weighting for Cooperative Perception in V2V Communications
arXiv (Cornell University)·2023Open Access
Looking but not seeing
BMJ·2023Open Access
Cooperative Perception With Learning-Based V2V Communications
IEEE Wireless Communications Letters·2023· 17 citedOpen Access
Large-Scale Language Model Rescoring on Long-Form Data
2023· 13 cited
Last: Scalable Lattice-Based Speech Modelling in Jax
2023
Spatial Model Personalization in Gboard
Proceedings of the ACM on Human-Computer Interaction·2022· 2 citedOpen Access
A Hybrid Seq-2-Seq ASR Design for On-Device and Server Applications
2021· 4 cited
Approximating Probabilistic Models as Weighted Finite Automata
Computational Linguistics·2021· 1 citedOpen Access
Learning discrete distributions: user vs item-level privacy
arXiv (Cornell University)·2020· 9 citedOpen Access
Hybrid Autoregressive Transducer (HAT)
2020· 3 citedOpen Access
Learning discrete distributions: user vs item-level privacy
arXiv (Cornell University)·2020· 8 citedOpen Access
Federated Learning of N-gram Language Models
arXiv (Cornell University)·2019· 18 citedOpen Access
Latin script keyboards for South Asian languages with finite-state normalization
2019· 8 citedOpen Access
Situating Quagmire: Simulation-Based Gaming as Preparation for Field-Based Study
Journal of Outdoor Recreation Education and Leadership·2019
On the Compression of Lexicon Transducers
2019· 1 citedOpen Access
Federated Learning of N-Gram Language Models
2019· 55 citedOpen Access
Distilling weighted finite automata from arbitrary probabilistic models
2019· 6 citedOpen Access
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Frequent Co-authors

Mehryar Mohri(19), Cyril Allauzen(12), Fernando Pereira(8), Andrej Ljolje(7), Brian Roark(5), Richard Sproat(4), Bill Byrne(3), Murat Saraçlar(3), Françoise Beaufays(3), Johan Schalkwyk(2), Corinna Cortes(2), Fernando C. N. Pereira(2), Michael Finke(2), Harriet J. Nock(2), Chuck Wooters(2), G. Zavaliagkos(2), Donald Hindle(2), David Rybach(2), Enrico Bocchieri(2), Wojciech Skut(1)