Trevor Strohman

According to our database, Trevor Strohman authored at least 60 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Efficient Adapter Finetuning for Tail Languages in Streaming Multilingual ASR.

Junwen Bai, Bo Li, Qiujia Li, Tara N. Sainath, Trevor Strohman

CoRR, 2024

2023

Controlled Decoding from Language Models.

Sidharth Mudgal, Jong Lee, Harish Ganapathy, YaGuang Li, Tao Wang, Yanping Huang, Zhifeng Chen, Heng-Tze Cheng, Michael Collins, Trevor Strohman, Jilin Chen, Alex Beutel, Ahmad Beirami

CoRR, 2023

Practical Conformer: Optimizing size, speed and flops of Conformer for on-Device and cloud ASR.

Rami Botros, Anmol Gulati, Tara N. Sainath, Krzysztof Choromanski, Ruoming Pang, Trevor Strohman, Weiran Wang, Jiahui Yu

CoRR, 2023

Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages.

Yu Zhang, Wei Han, James Qin, Yongqiang Wang, Ankur Bapna, Zhehuai Chen, Nanxin Chen, Bo Li, Vera Axelrod, Gary Wang, Zhong Meng, Ke Hu, Andrew Rosenberg, Rohit Prabhavalkar, Daniel S. Park, Parisa Haghani, Jason Riesa, Ginger Perng, Hagen Soltau, Trevor Strohman, Bhuvana Ramabhadran, Tara N. Sainath, Pedro J. Moreno, Chung-Cheng Chiu, Johan Schalkwyk, Françoise Beaufays, Yonghui Wu

CoRR, 2023

UML: A Universal Monolingual Output Layer For Multilingual Asr.

Chao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Shuo-Yiin Chang

Proceedings of the IEEE International Conference on Acoustics, 2023

From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition.

Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Rohit Prabhavalkar, Tara N. Sainath, Trevor Strohman

Proceedings of the IEEE International Conference on Acoustics, 2023

Efficient Domain Adaptation for Speech Foundation Models.

Bo Li, Dongseong Hwang, Zhouyuan Huo, Junwen Bai, Guru Prakash, Tara N. Sainath, Khe Chai Sim, Yu Zhang, Wei Han, Trevor Strohman, Françoise Beaufays

Proceedings of the IEEE International Conference on Acoustics, 2023

Comparison of Soft and Hard Target RNN-T Distillation for Large-Scale ASR.

Dongseong Hwang, Khe Chai Sim, Yu Zhang, Trevor Strohman

Proceedings of the IEEE International Conference on Acoustics, 2023

Resource-Efficient Transfer Learning from Speech Foundation Model Using Hierarchical Feature Fusion.

Zhouyuan Huo, Khe Chai Sim, Bo Li, Dongseong Hwang, Tara N. Sainath, Trevor Strohman

Proceedings of the IEEE International Conference on Acoustics, 2023

E2E Segmentation in a Two-Pass Cascaded Encoder ASR Model.

W. Ronny Huang, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, David Rybach, Robert David, Rohit Prabhavalkar, Cyril Allauzen, Cal Peyser, Trevor D. Strohman

Proceedings of the IEEE International Conference on Acoustics, 2023

Massively Multilingual Shallow Fusion with Large Language Models.

Ke Hu, Tara N. Sainath, Bo Li, Nan Du, Yanping Huang, Andrew M. Dai, Yu Zhang, Rodrigo Cabrera, Zhifeng Chen, Trevor Strohman

Proceedings of the IEEE International Conference on Acoustics, 2023

Context-Aware end-to-end ASR Using Self-Attentive Embedding and Tensor Fusion.

Shuo-Yiin Chang, Chao Zhang, Tara N. Sainath, Bo Li, Trevor Strohman

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Internal Language Model Personalization of E2E Automatic Speech Recognition Using Random Encoder Features.

Adam Stooke, Khe Chai Sim, Mason Chua, Tsendsuren Munkhdalai, Trevor Strohman

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

JOIST: A Joint Speech and Text Streaming Model for ASR.

Tara N. Sainath, Rohit Prabhavalkar, Ankur Bapna, Yu Zhang, Zhouyuan Huo, Zhehuai Chen, Bo Li, Weiran Wang, Trevor Strohman

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Modular Hybrid Autoregressive Transducer.

Zhong Meng, Tongzhou Chen, Rohit Prabhavalkar, Yu Zhang, Gary Wang, Kartik Audhkhasi, Jesse Emond, Trevor Strohman, Bhuvana Ramabhadran, W. Ronny Huang, Ehsan Variani, Yinghui Huang, Pedro J. Moreno

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

A Truly Multilingual First Pass and Monolingual Second Pass Streaming on-Device ASR System.

Sepand Mavandadi, Bo Li, Chao Zhang, Brian Farris, Tara N. Sainath, Trevor Strohman

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Flickering Reduction with Partial Hypothesis Reranking for Streaming ASR.

Antoine Bruguier, David Qiu, Trevor Strohman, Yanzhang He

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification.

Chao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Sepand Mavandadi, Shuo-Yiin Chang, Parisa Haghani

Proceedings of the Interspeech 2022, 2022

Improving Rare Word Recognition with LM-aware MWER Training.

Weiran Wang, Tongzhou Chen, Tara N. Sainath, Ehsan Variani, Rohit Prabhavalkar, W. Ronny Huang, Bhuvana Ramabhadran, Neeraj Gaur, Sepand Mavandadi, Cal Peyser, Trevor Strohman, Yanzhang He, David Rybach

Proceedings of the Interspeech 2022, 2022

A Language Agnostic Multilingual Streaming On-Device ASR System.

Bo Li, Tara N. Sainath, Ruoming Pang, Shuo-Yiin Chang, Qiumin Xu, Trevor Strohman, Vince Chen, Qiao Liang, Heguang Liu, Yanzhang He, Parisa Haghani, Sameer Bidichandani

Proceedings of the Interspeech 2022, 2022

Pseudo Label Is Better Than Human Label.

Dongseong Hwang, Khe Chai Sim, Zhouyuan Huo, Trevor Strohman

Proceedings of the Interspeech 2022, 2022

Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device.

Zhouyuan Huo, Dongseong Hwang, Khe Chai Sim, Shefali Garg, Ananya Misra, Nikhil Siddhartha, Trevor Strohman, Françoise Beaufays

Proceedings of the Interspeech 2022, 2022

Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition.

W. Ronny Huang, Cal Peyser, Tara N. Sainath, Ruoming Pang, Trevor D. Strohman, Shankar Kumar

Proceedings of the Interspeech 2022, 2022

Improving Deliberation by Text-Only and Semi-Supervised Training.

Ke Hu, Tara N. Sainath, Yanzhang He, Rohit Prabhavalkar, Trevor Strohman, Sepand Mavandadi, Weiran Wang

Proceedings of the Interspeech 2022, 2022

A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes.

Shaojin Ding, Weiran Wang, Ding Zhao, Tara N. Sainath, Yanzhang He, Robert David, Rami Botros, Xin Wang, Rina Panigrahy, Qiao Liang, Dongseong Hwang, Ian McGraw, Rohit Prabhavalkar, Trevor Strohman

Proceedings of the Interspeech 2022, 2022

Streaming Intended Query Detection using E2E Modeling for Continued Conversation.

Shuo-Yiin Chang, Guru Prakash, Zelin Wu, Tara N. Sainath, Bo Li, Qiao Liang, Adam Stambler, Shyam Upadhyay, Manaal Faruqui, Trevor Strohman

Proceedings of the Interspeech 2022, 2022

Turn-Taking Prediction for Natural Conversational Speech.

Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Trevor Strohman, Qiao Liang, Yanzhang He

Proceedings of the Interspeech 2022, 2022

Improving The Latency And Quality Of Cascaded Encoders.

Tara N. Sainath, Yanzhang He, Arun Narayanan, Rami Botros, Weiran Wang, David Qiu, Chung-Cheng Chiu, Rohit Prabhavalkar, Alexander Gruenstein, Anmol Gulati, Bo Li, David Rybach, Emmanuel Guzman, Ian McGraw, James Qin, Krzysztof Choromanski, Qiao Liang, Robert David, Ruoming Pang, Shuo-Yiin Chang, Trevor Strohman, W. Ronny Huang, Wei Han, Yonghui Wu, Yu Zhang

Proceedings of the IEEE International Conference on Acoustics, 2022

Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition.

Tsendsuren Munkhdalai, Khe Chai Sim, Angad Chandorkar, Fan Gao, Mason Chua, Trevor Strohman, Françoise Beaufays

Proceedings of the IEEE International Conference on Acoustics, 2022

Massively Multilingual ASR: A Lifelong Learning Solution.

Bo Li, Ruoming Pang, Yu Zhang, Tara N. Sainath, Trevor Strohman, Parisa Haghani, Yun Zhu, Brian Farris, Neeraj Gaur, Manasa Prasad

Proceedings of the IEEE International Conference on Acoustics, 2022

Large-Scale ASR Domain Adaptation Using Self- and Semi-Supervised Learning.

Dongseong Hwang, Ananya Misra, Zhouyuan Huo, Nikhil Siddhartha, Shefali Garg, David Qiu, Khe Chai Sim, Trevor Strohman, Françoise Beaufays, Yanzhang He

Proceedings of the IEEE International Conference on Acoustics, 2022

Transducer-Based Streaming Deliberation for Cascaded Encoders.

Ke Hu, Tara N. Sainath, Arun Narayanan, Ruoming Pang, Trevor Strohman

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Input Length Matters: An Empirical Study Of RNN-T And MWER Training For Long-form Telephony Speech Recognition.

Zhiyun Lu, Yanwei Pan, Thibault Doutre, Liangliang Cao, Rohit Prabhavalkar, Chao Zhang, Trevor Strohman

CoRR, 2021

Incremental Layer-wise Self-Supervised Learning for Efficient Speech Domain Adaptation On Device.

Zhouyuan Huo, Dongseong Hwang, Khe Chai Sim, Shefali Garg, Ananya Misra, Nikhil Siddhartha, Trevor Strohman, Françoise Beaufays

CoRR, 2021

Transformer Based Deliberation for Two-Pass Speech Recognition.

Ke Hu, Ruoming Pang, Tara N. Sainath, Trevor Strohman

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Lookup-Table Recurrent Language Models for Long Tail Speech Recognition.

W. Ronny Huang, Tara N. Sainath, Cal Peyser, Shankar Kumar, David Rybach, Trevor Strohman

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Less is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging.

Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath

Proceedings of the IEEE International Conference on Acoustics, 2021

Cascaded Encoders for Unifying Streaming and Non-Streaming ASR.

Arun Narayanan, Tara N. Sainath, Ruoming Pang, Jiahui Yu, Chung-Cheng Chiu, Rohit Prabhavalkar, Ehsan Variani, Trevor Strohman

Proceedings of the IEEE International Conference on Acoustics, 2021

Confidence Estimation for Attention-Based Sequence-to-Sequence Models for Speech Recognition.

Qiujia Li, David Qiu, Yu Zhang, Bo Li, Yanzhang He, Philip C. Woodland, Liangliang Cao, Trevor Strohman

Proceedings of the IEEE International Conference on Acoustics, 2021

A Better and Faster end-to-end Model for Streaming ASR.

Bo Li, Anmol Gulati, Jiahui Yu, Tara N. Sainath, Chung-Cheng Chiu, Arun Narayanan, Shuo-Yiin Chang, Ruoming Pang, Yanzhang He, James Qin, Wei Han, Qiao Liang, Yu Zhang, Trevor Strohman, Yonghui Wu

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

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, Alexander Gruenstein, Ke Hu, Minho Jin, Anjuli Kannan, Qiao Liang, Ian McGraw, Cal Peyser, Rohit Prabhavalkar, Golan Pundak, David Rybach, Yuan Shangguan, Yash Sheth, Trevor Strohman, Mirkó Visontai, Yonghui Wu, Yu Zhang, Ding Zhao

CoRR, 2020

Emitting Word Timings with End-to-End Models.

Tara N. Sainath, Ruoming Pang, David Rybach, Basi García, Trevor Strohman

Proceedings of the Interspeech 2020, 2020

Low Latency Speech Recognition Using End-to-End Prefetching.

Shuo-Yiin Chang, Bo Li, David Rybach, Yanzhang He, Wei Li, Tara N. Sainath, Trevor Strohman

Proceedings of the Interspeech 2020, 2020

An Attention-Based Joint Acoustic and Text on-Device End-To-End Model.

Tara N. Sainath, Ruoming Pang, Ron J. Weiss, Yanzhang He, Chung-Cheng Chiu, Trevor Strohman

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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, Alexander Gruenstein, Ke Hu, Anjuli Kannan, Qiao Liang, Ian McGraw, Cal Peyser, Rohit Prabhavalkar, Golan Pundak, David Rybach, Yuan Shangguan, Yash Sheth, Trevor Strohman, Mirkó Visontai, Yonghui Wu, Yu Zhang, Ding Zhao

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Towards Fast and Accurate Streaming End-To-End ASR.

Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Ruoming Pang, Yanzhang He, Trevor Strohman, Yonghui Wu

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Two-Pass End-to-End Speech Recognition.

Tara N. Sainath, Ruoming Pang, David Rybach, Yanzhang He, Rohit Prabhavalkar, Wei Li, Mirkó Visontai, Qiao Liang, Trevor Strohman, Yonghui Wu, Ian McGraw, Chung-Cheng Chiu

Proceedings of the Interspeech 2019, 2019

Recognizing Long-Form Speech Using Streaming End-to-End Models.

Arun Narayanan, Rohit Prabhavalkar, Chung-Cheng Chiu, David Rybach, Tara N. Sainath, Trevor Strohman

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Toward Domain-Invariant Speech Recognition via Large Scale Training.

Arun Narayanan, Ananya Misra, Khe Chai Sim, Golan Pundak, Anshuman Tripathi, Mohamed Elfeky, Parisa Haghani, Trevor Strohman, Michiel Bacchiani

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

2017

Speech Research at Google to Enable Universal Speech Interfaces.

Michiel Bacchiani, Françoise Beaufays, Alexander Gruenstein, Pedro J. Moreno, Johan Schalkwyk, Trevor Strohman, Heiga Zen

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2015

Fix it where it fails: Pronunciation learning by mining error corrections from speech logs.

Zhenzhen Kou, Daisy Stanton, Fuchun Peng, Françoise Beaufays, Trevor Strohman

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2009

Search Engines - Information Retrieval in Practice.

W. Bruce Croft, Donald Metzler, Trevor Strohman

Pearson Education, ISBN: 978-0-13-136489-9, 2009

2008

A Statistical View of Binned Retrieval Models.

Donald Metzler, Trevor Strohman, W. Bruce Croft

Proceedings of the Advances in Information Retrieval , 2008

2007

Recommending citations for academic papers.

Trevor Strohman, W. Bruce Croft, David D. Jensen

Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Efficient document retrieval in main memory.

Trevor Strohman, W. Bruce Croft

Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

2006

Indri TREC Notebook 2006: Lessons Learned From Three Terabyte Tracks.

Donald Metzler, Trevor Strohman, W. Bruce Croft

Proceedings of the Fifteenth Text REtrieval Conference, 2006

2005

Indri at TREC 2005: Terabyte Track.

Donald Metzler, Trevor Strohman, Yun Zhou, W. Bruce Croft

Proceedings of the Fourteenth Text REtrieval Conference, 2005

UMass Robust 2005: Using Mixtures of Relevance Models for Query Expansion.

Donald Metzler, Fernando Diaz, Trevor Strohman, W. Bruce Croft

Proceedings of the Fourteenth Text REtrieval Conference, 2005

Optimization strategies for complex queries.

Trevor Strohman, Howard R. Turtle, W. Bruce Croft

Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

2004

Indri at TREC 2004: Terabyte Track.

Donald Metzler, Trevor Strohman, Howard R. Turtle, W. Bruce Croft

Proceedings of the Thirteenth Text REtrieval Conference, 2004