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Trevor Strohman
Researcher at Google
Publications - 82
Citations - 3128
Trevor Strohman is an academic researcher from Google. The author has contributed to research in topics: Computer science & Engineering. The author has an hindex of 19, co-authored 54 publications receiving 2287 citations. Previous affiliations of Trevor Strohman include University of Massachusetts Amherst.
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Search Engines: Information Retrieval in Practice
TL;DR: This text provides the background and tools needed to evaluate, compare and modify search engines and numerous programming exercises make extensive use of Galago, a Java-based open source search engine.
Proceedings ArticleDOI
Recommending citations for academic papers
TL;DR: This work uses the text of previous literature as well as the citation graph that connects it to find relevant related material and finds an order of magnitude improvement in mean average precision as compared to a text similarity baseline.
Proceedings ArticleDOI
A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency
Tara N. Sainath,Yanzhang He,Bo Li,Arun Narayanan,Ruoming Pang,Antoine Bruguier,Shuo-Yiin Chang,Wei Li,Raziel Alvarez,Zhifeng Chen,Chung-Cheng Chiu,David Garcia,Alex Gruenstein,Ke Hu,Anjuli Kannan,Qiao Liang,Ian McGraw,Cal Peyser,Rohit Prabhavalkar,Golan Pundak,David Rybach,Yuan Shangguan,Yash Sheth,Trevor Strohman,Mirko Visontai,Yonghui Wu,Yu Zhang,Ding Zhao +27 more
TL;DR: In this article, a first-pass Recurrent Neural Network Transducer (RNN-T) model and a second-pass Listen, Attend, Spell (LAS) rescorer were developed.
Proceedings ArticleDOI
Efficient document retrieval in main memory
Trevor Strohman,W. Bruce Croft +1 more
TL;DR: It is shown how new accumulator trimming techniques combined with inverted list skipping can produce extremely high performance retrieval systems without resorting to methods that may harm effectiveness.
Proceedings ArticleDOI
Two-Pass End-to-End Speech Recognition
Tara N. Sainath,Ruoming Pang,David Rybach,Yanzhang He,Rohit Prabhavalkar,Wei Li,Mirko Visontai,Qiao Liang,Trevor Strohman,Yonghui Wu,Ian McGraw,Chung-Cheng Chiu +11 more
TL;DR: In this paper, two-pass automatic speech recognition (ASR) models are used to perform streaming on-device ASR to generate a text representation of an utterance captured in audio data.