Trevor Strohman - researchr alias

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2024

2023

Efficient Domain Adaptation for Speech Foundation ModelsBo Li 0028, Dongseong Hwang, Zhouyuan Huo, Junwen Bai, Guru Prakash, Tara N. Sainath, Khe Chai Sim, Yu Zhang 0033, Wei Han 0002, Trevor Strohman, Françoise Beaufays. icassp 2023: 1-5 [doi]

Context-Aware end-to-end ASR Using Self-Attentive Embedding and Tensor FusionShuo-Yiin Chang, Chao Zhang, Tara N. Sainath, Bo Li 0028, Trevor Strohman. icassp 2023: 1-5 [doi]

Massively Multilingual Shallow Fusion with Large Language ModelsKe Hu, Tara N. Sainath, Bo Li 0028, Nan Du 0002, Yanping Huang, Andrew M. Dai, Yu Zhang 0033, Rodrigo Cabrera, Zhifeng Chen, Trevor Strohman. icassp 2023: 1-5 [doi]

Resource-Efficient Transfer Learning from Speech Foundation Model Using Hierarchical Feature FusionZhouyuan Huo, Khe Chai Sim, Bo Li 0028, Dongseong Hwang, Tara N. Sainath, Trevor Strohman. icassp 2023: 1-5 [doi]

Comparison of Soft and Hard Target RNN-T Distillation for Large-Scale ASRDongseong Hwang, Khe Chai Sim, Yu Zhang 0033, Trevor Strohman. icassp 2023: 1-5 [doi]

From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech RecognitionChao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Rohit Prabhavalkar, Tara N. Sainath, Trevor Strohman. icassp 2023: 1-5 [doi]

UML: A Universal Monolingual Output Layer For Multilingual AsrChao Zhang, Bo Li 0028, Tara N. Sainath, Trevor Strohman, Shuo-Yiin Chang. icassp 2023: 1-5 [doi]

2022

Massively Multilingual ASR: A Lifelong Learning SolutionBo Li 0028, Ruoming Pang, Yu Zhang 0033, Tara N. Sainath, Trevor Strohman, Parisa Haghani, Yun Zhu, Brian Farris, Neeraj Gaur, Manasa Prasad. icassp 2022: 6397-6401 [doi]

Streaming Intended Query Detection using E2E Modeling for Continued ConversationShuo-Yiin Chang, Guru Prakash, Zelin Wu, Tara N. Sainath, Bo Li 0028, Qiao Liang, Adam Stambler, Shyam Upadhyay, Manaal Faruqui, Trevor Strohman. interspeech 2022: 1826-1830 [doi]

Turn-Taking Prediction for Natural Conversational SpeechShuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Trevor Strohman, Qiao Liang, Yanzhang He. interspeech 2022: 1821-1825 [doi]

A Unified Cascaded Encoder ASR Model for Dynamic Model SizesShaojin 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. interspeech 2022: 1706-1710 [doi]

Improving Deliberation by Text-Only and Semi-Supervised TrainingKe Hu, Tara N. Sainath, Yanzhang He, Rohit Prabhavalkar, Trevor Strohman, Sepand Mavandadi, Weiran Wang. interspeech 2022: 4940-4944 [doi]

Transducer-Based Streaming Deliberation for Cascaded EncodersKe Hu, Tara N. Sainath, Arun Narayanan, Ruoming Pang, Trevor Strohman. icassp 2022: 8107-8111 [doi]

Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On DeviceZhouyuan Huo, Dongseong Hwang, Khe Chai Sim, Shefali Garg, Ananya Misra, Nikhil Siddhartha, Trevor Strohman, Françoise Beaufays. interspeech 2022: 4845-4849 [doi]

Pseudo Label Is Better Than Human LabelDongseong Hwang, Khe Chai Sim, Zhouyuan Huo, Trevor Strohman. interspeech 2022: 1421-1425 [doi]

Large-Scale ASR Domain Adaptation Using Self- and Semi-Supervised LearningDongseong Hwang, Ananya Misra, Zhouyuan Huo, Nikhil Siddhartha, Shefali Garg, David Qiu, Khe Chai Sim, Trevor Strohman, Françoise Beaufays, Yanzhang He. icassp 2022: 6627-6631 [doi]

A Language Agnostic Multilingual Streaming On-Device ASR SystemBo 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. interspeech 2022: 3188-3192 [doi]

A Truly Multilingual First Pass and Monolingual Second Pass Streaming on-Device ASR SystemSepand Mavandadi, Bo Li 0028, Chao Zhang 0031, Brian Farris, Tara N. Sainath, Trevor Strohman. slt 2022: 838-845 [doi]

Modular Hybrid Autoregressive TransducerZhong Meng, Tongzhou Chen, Rohit Prabhavalkar, Yu Zhang 0033, Gary Wang, Kartik Audhkhasi, Jesse Emond, Trevor Strohman, Bhuvana Ramabhadran, W. Ronny Huang, Ehsan Variani, Yinghui Huang, Pedro J. Moreno 0001. slt 2022: 197-204 [doi]

Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech RecognitionTsendsuren Munkhdalai, Khe Chai Sim, Angad Chandorkar, Fan Gao, Mason Chua, Trevor Strohman, Françoise Beaufays. icassp 2022: 6632-6636 [doi]

JOIST: A Joint Speech and Text Streaming Model for ASRTara N. Sainath, Rohit Prabhavalkar, Ankur Bapna, Yu Zhang 0033, Zhouyuan Huo, Zhehuai Chen, Bo Li 0028, Weiran Wang, Trevor Strohman. slt 2022: 52-59 [doi]

Improving Rare Word Recognition with LM-aware MWER TrainingWeiran 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. interspeech 2022: 1031-1035 [doi]

Streaming End-to-End Multilingual Speech Recognition with Joint Language IdentificationChao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Sepand Mavandadi, Shuo-Yiin Chang, Parisa Haghani. interspeech 2022: 3223-3227 [doi]

2021

A Better and Faster end-to-end Model for Streaming ASRBo Li 0028, Anmol Gulati, Jiahui Yu, Tara N. Sainath, Chung-Cheng Chiu, Arun Narayanan, Shuo-Yiin Chang, Ruoming Pang, Yanzhang He, James Qin, Wei Han 0002, Qiao Liang, Yu Zhang, Trevor Strohman, Yonghui Wu. icassp 2021: 5634-5638 [doi]

Transformer Based Deliberation for Two-Pass Speech RecognitionKe Hu, Ruoming Pang, Tara N. Sainath, Trevor Strohman. slt 2021: 68-74 [doi]

Lookup-Table Recurrent Language Models for Long Tail Speech RecognitionW. Ronny Huang, Tara N. Sainath, Cal Peyser, Shankar Kumar, David Rybach, Trevor Strohman. interspeech 2021: 2002-2006 [doi]

Confidence Estimation for Attention-Based Sequence-to-Sequence Models for Speech RecognitionQiujia Li, David Qiu, Yu Zhang, Bo Li, Yanzhang He, Philip C. Woodland, Liangliang Cao, Trevor Strohman. icassp 2021: 6388-6392 [doi]

Cascaded Encoders for Unifying Streaming and Non-Streaming ASRArun Narayanan, Tara N. Sainath, Ruoming Pang, Jiahui Yu, Chung-Cheng Chiu, Rohit Prabhavalkar, Ehsan Variani, Trevor Strohman. icassp 2021: 5629-5633 [doi]

Less is More: Improved RNN-T Decoding Using Limited Label Context and Path MergingRohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath. icassp 2021: 5659-5663 [doi]

2020

Low Latency Speech Recognition Using End-to-End PrefetchingShuo-Yiin Chang, Bo Li 0028, David Rybach, Yanzhang He, Wei Li, Tara N. Sainath, Trevor Strohman. interspeech 2020: 1962-1966 [doi]

Towards Fast and Accurate Streaming End-To-End ASRBo Li, Shuo-Yiin Chang, Tara N. Sainath, Ruoming Pang, Yanzhang He, Trevor Strohman, Yonghui Wu. icassp 2020: 6069-6073 [doi]

An Attention-Based Joint Acoustic and Text on-Device End-To-End ModelTara N. Sainath, Ruoming Pang, Ron J. Weiss, Yanzhang He, Chung-Cheng Chiu, Trevor Strohman. icassp 2020: 7039-7043 [doi]

Emitting Word Timings with End-to-End ModelsTara N. Sainath, Ruoming Pang, David Rybach, Basi García, Trevor Strohman. interspeech 2020: 3615-3619 [doi]

2019

2018

Toward Domain-Invariant Speech Recognition via Large Scale TrainingArun Narayanan, Ananya Misra, Khe Chai Sim, Golan Pundak, Anshuman Tripathi, Mohamed Elfeky, Parisa Haghani, Trevor Strohman, Michiel Bacchiani. slt 2018: 441-447 [doi]

2017

Speech Research at Google to Enable Universal Speech InterfacesMichiel Bacchiani, Françoise Beaufays, Alexander Gruenstein, Pedro J. Moreno, Johan Schalkwyk, Trevor Strohman, Heiga Zen. In Shinji Watanabe, Marc Delcroix, Florian Metze, John R. Hershey, editors, New Era for Robust Speech Recognition, Exploiting Deep Learning. pages 385-399, Springer, 2017. [doi]

2015

Fix it where it fails: Pronunciation learning by mining error corrections from speech logsZhenzhen Kou, Daisy Stanton, Fuchun Peng, Françoise Beaufays, Trevor Strohman. icassp 2015: 4619-4623 [doi]

2009

Search Engines - Information Retrieval in PracticeW. Bruce Croft, Donald Metzler, Trevor Strohman. Pearson Education, 2009.

2008

A Statistical View of Binned Retrieval ModelsDonald Metzler, Trevor Strohman, W. Bruce Croft. ecir 2008: 175-186 [doi]

2007

Efficient document retrieval in main memoryTrevor Strohman, W. Bruce Croft. sigir 2007: 175-182 [doi]

Recommending citations for academic papersTrevor Strohman, W. Bruce Croft, David Jensen. sigir 2007: 705-706 [doi]

2006

Indri TREC Notebook 2006: Lessons Learned From Three Terabyte TracksDonald Metzler, Trevor Strohman, W. Bruce Croft. trec 2006: [doi]

2005

2004

Indri at TREC 2004: Terabyte TrackDonald Metzler, Trevor Strohman, Howard R. Turtle, W. Bruce Croft. trec 2004: [doi]

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