Trevor Strohman

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 77

Top Topics

Speech Recognition

Top Venues

Publications

Junwen Bai, Bo Li, Qiujia Li, Tara N. Sainath, Trevor Strohman
Efficient Adapter Finetuning for Tail Languages in Streaming Multilingual ASR. CoRR (2024)
Junwen Bai, Bo Li, Qiujia Li, Tara N. Sainath, Trevor Strohman
Efficient Adapter Finetuning for Tail Languages in Streaming Multilingual ASR. ICASSP (2024)
Dongseong Hwang, Khe Chai Sim, Yu Zhang, Trevor Strohman
Comparison of Soft and Hard Target RNN-T Distillation for Large-Scale ASR. ICASSP (2023)
Bo Li, Dongseong Hwang, Zhouyuan Huo, Junwen Bai, Guru Prakash, Tara N. Sainath, Khe Chai Sim, Yu Zhang, Wei Han, Trevor Strohman, Françoise Beaufays
Efficient Domain Adaptation for Speech Foundation Models. ICASSP (2023)
Zhouyuan Huo, Khe Chai Sim, Bo Li, Dongseong Hwang, Tara N. Sainath, Trevor Strohman
Resource-Efficient Transfer Learning from Speech Foundation Model Using Hierarchical Feature Fusion. ICASSP (2023)
Ke Hu, Tara N. Sainath, Bo Li, Nan Du, Yanping Huang, Andrew M. Dai, Yu Zhang, Rodrigo Cabrera, Zhifeng Chen, Trevor Strohman
Massively Multilingual Shallow Fusion with Large Language Models. CoRR (2023)
Bo Li, Dongseong Hwang, Zhouyuan Huo, Junwen Bai, Guru Prakash, Tara N. Sainath, Khe Chai Sim, Yu Zhang, Wei Han, Trevor Strohman, Françoise Beaufays
Efficient Domain Adaptation for Speech Foundation Models. CoRR (2023)
Rami Botros, Anmol Gulati, Tara N. Sainath, Krzysztof Choromanski, Ruoming Pang, Trevor Strohman, Weiran Wang, Jiahui Yu
Practical Conformer: Optimizing size, speed and flops of Conformer for on-Device and cloud ASR. CoRR (2023)
Ke Hu, Tara N. Sainath, Bo Li, Nan Du, Yanping Huang, Andrew M. Dai, Yu Zhang, Rodrigo Cabrera, Zhifeng Chen, Trevor Strohman
Massively Multilingual Shallow Fusion with Large Language Models. ICASSP (2023)
Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Rohit Prabhavalkar, Tara N. Sainath, Trevor Strohman
From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition. ICASSP (2023)
Shuo-Yiin Chang, Chao Zhang, Tara N. Sainath, Bo Li, Trevor Strohman
Context-Aware end-to-end ASR Using Self-Attentive Embedding and Tensor Fusion. ICASSP (2023)
Chao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Shuo-Yiin Chang
UML: A Universal Monolingual Output Layer For Multilingual Asr. ICASSP (2023)
Chao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Shuo-Yiin Chang
UML: A Universal Monolingual Output Layer for Multilingual ASR. CoRR (2023)
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
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages. CoRR (2023)
Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Rohit Prabhavalkar, Tara N. Sainath, Trevor Strohman
From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition. CoRR (2023)
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
Controlled Decoding from Language Models. CoRR (2023)
Antoine Bruguier, David Qiu, Trevor Strohman, Yanzhang He
Flickering Reduction with Partial Hypothesis Reranking for Streaming ASR. SLT (2022)
Dongseong Hwang, Khe Chai Sim, Yu Zhang, Trevor Strohman
Comparison of Soft and Hard Target RNN-T Distillation for Large-scale ASR. CoRR (2022)
W. Ronny Huang, Cal Peyser, Tara N. Sainath, Ruoming Pang, Trevor Strohman, Shankar Kumar
Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition. CoRR (2022)
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
Improving Rare Word Recognition with LM-aware MWER Training. INTERSPEECH (2022)
Dongseong Hwang, Khe Chai Sim, Zhouyuan Huo, Trevor Strohman
Pseudo Label Is Better Than Human Label. CoRR (2022)
Dongseong Hwang, Khe Chai Sim, Zhouyuan Huo, Trevor Strohman
Pseudo Label Is Better Than Human Label. INTERSPEECH (2022)
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
Modular Hybrid Autoregressive Transducer. CoRR (2022)
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
Modular Hybrid Autoregressive Transducer. SLT (2022)
Tsendsuren Munkhdalai, Khe Chai Sim, Angad Chandorkar, Fan Gao, Mason Chua, Trevor Strohman, Françoise Beaufays
Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition. ICASSP (2022)
Shuo-Yiin Chang, Guru Prakash, Zelin Wu, Tara N. Sainath, Bo Li, Qiao Liang, Adam Stambler, Shyam Upadhyay, Manaal Faruqui, Trevor Strohman
Streaming Intended Query Detection using E2E Modeling for Continued Conversation. INTERSPEECH (2022)
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
A Language Agnostic Multilingual Streaming On-Device ASR System. CoRR (2022)
Ke Hu, Tara N. Sainath, Yanzhang He, Rohit Prabhavalkar, Trevor Strohman, Sepand Mavandadi, Weiran Wang
Improving Deliberation by Text-Only and Semi-Supervised Training. INTERSPEECH (2022)
Adam Stooke, Khe Chai Sim, Mason Chua, Tsendsuren Munkhdalai, Trevor Strohman
Internal Language Model Personalization of E2E Automatic Speech Recognition Using Random Encoder Features. SLT (2022)
Ke Hu, Tara N. Sainath, Arun Narayanan, Ruoming Pang, Trevor Strohman
Transducer-Based Streaming Deliberation for Cascaded Encoders. ICASSP (2022)
Dongseong Hwang, Ananya Misra, Zhouyuan Huo, Nikhil Siddhartha, Shefali Garg, David Qiu, Khe Chai Sim, Trevor Strohman, Françoise Beaufays, Yanzhang He
Large-Scale ASR Domain Adaptation Using Self- and Semi-Supervised Learning. ICASSP (2022)
Shuo-Yiin Chang, Guru Prakash, Zelin Wu, Qiao Liang, Tara N. Sainath, Bo Li, Adam Stambler, Shyam Upadhyay, Manaal Faruqui, Trevor Strohman
Streaming Intended Query Detection using E2E Modeling for Continued Conversation. CoRR (2022)
Bo Li, Ruoming Pang, Yu Zhang, Tara N. Sainath, Trevor Strohman, Parisa Haghani, Yun Zhu, Brian Farris, Neeraj Gaur, Manasa Prasad
Massively Multilingual ASR: A Lifelong Learning Solution. ICASSP (2022)
Zhouyuan Huo, Dongseong Hwang, Khe Chai Sim, Shefali Garg, Ananya Misra, Nikhil Siddhartha, Trevor Strohman, Françoise Beaufays
Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device. INTERSPEECH (2022)
Chao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Sepand Mavandadi, Shuo-Yiin Chang, Parisa Haghani
Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification. INTERSPEECH (2022)
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
Improving Rare Word Recognition with LM-aware MWER Training. CoRR (2022)
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
Improving The Latency And Quality Of Cascaded Encoders. ICASSP (2022)
Chao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Sepand Mavandadi, Shuo-Yiin Chang, Parisa Haghani
Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification. CoRR (2022)
Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Trevor Strohman, Qiao Liang, Yanzhang He
Turn-Taking Prediction for Natural Conversational Speech. INTERSPEECH (2022)
Sepand Mavandadi, Bo Li, Chao Zhang, Brian Farris, Tara N. Sainath, Trevor Strohman
A Truly Multilingual First Pass and Monolingual Second Pass Streaming on-Device ASR System. SLT (2022)
Zhouyuan Huo, Khe Chai Sim, Bo Li, Dongseong Hwang, Tara N. Sainath, Trevor Strohman
Resource-Efficient Transfer Learning From Speech Foundation Model Using Hierarchical Feature Fusion. CoRR (2022)
Tara N. Sainath, Rohit Prabhavalkar, Ankur Bapna, Yu Zhang, Zhouyuan Huo, Zhehuai Chen, Bo Li, Weiran Wang, Trevor Strohman
JOIST: A Joint Speech and Text Streaming Model For ASR. CoRR (2022)
Ke Hu, Tara N. Sainath, Yanzhang He, Rohit Prabhavalkar, Trevor Strohman, Sepand Mavandadi, Weiran Wang
Improving Deliberation by Text-Only and Semi-Supervised Training. CoRR (2022)
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
A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes. INTERSPEECH (2022)
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
A Language Agnostic Multilingual Streaming On-Device ASR System. INTERSPEECH (2022)
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
A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes. CoRR (2022)
Tara N. Sainath, Rohit Prabhavalkar, Ankur Bapna, Yu Zhang, Zhouyuan Huo, Zhehuai Chen, Bo Li, Weiran Wang, Trevor Strohman
JOIST: A Joint Speech and Text Streaming Model for ASR. SLT (2022)
Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Trevor Strohman, Qiao Liang, Yanzhang He
Turn-Taking Prediction for Natural Conversational Speech. CoRR (2022)
Dongseong Hwang, Ananya Misra, Zhouyuan Huo, Nikhil Siddhartha, Shefali Garg, David Qiu, Khe Chai Sim, Trevor Strohman, Françoise Beaufays, Yanzhang He
Large-scale ASR Domain Adaptation using Self- and Semi-supervised Learning. CoRR (2021)
Arun Narayanan, Tara N. Sainath, Ruoming Pang, Jiahui Yu, Chung-Cheng Chiu, Rohit Prabhavalkar, Ehsan Variani, Trevor Strohman
Cascaded Encoders for Unifying Streaming and Non-Streaming ASR. ICASSP (2021)
Zhiyun Lu, Yanwei Pan, Thibault Doutre, Liangliang Cao, Rohit Prabhavalkar, Chao Zhang, Trevor Strohman
Input Length Matters: An Empirical Study Of RNN-T And MWER Training For Long-form Telephony Speech Recognition. CoRR (2021)
W. Ronny Huang, Tara N. Sainath, Cal Peyser, Shankar Kumar, David Rybach, Trevor Strohman
Lookup-Table Recurrent Language Models for Long Tail Speech Recognition. CoRR (2021)
Ke Hu, Ruoming Pang, Tara N. Sainath, Trevor Strohman
Transformer Based Deliberation for Two-Pass Speech Recognition. SLT (2021)
Tsendsuren Munkhdalai, Khe Chai Sim, Angad Chandorkar, Fan Gao, Mason Chua, Trevor Strohman, Françoise Beaufays
Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition. CoRR (2021)
Ke Hu, Ruoming Pang, Tara N. Sainath, Trevor Strohman
Transformer Based Deliberation for Two-Pass Speech Recognition. CoRR (2021)
Zhouyuan Huo, Dongseong Hwang, Khe Chai Sim, Shefali Garg, Ananya Misra, Nikhil Siddhartha, Trevor Strohman, Françoise Beaufays
Incremental Layer-wise Self-Supervised Learning for Efficient Speech Domain Adaptation On Device. CoRR (2021)
Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath
Less is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging. ICASSP (2021)
W. Ronny Huang, Tara N. Sainath, Cal Peyser, Shankar Kumar, David Rybach, Trevor Strohman
Lookup-Table Recurrent Language Models for Long Tail Speech Recognition. Interspeech (2021)
Qiujia Li, David Qiu, Yu Zhang, Bo Li, Yanzhang He, Philip C. Woodland, Liangliang Cao, Trevor Strohman
Confidence Estimation for Attention-Based Sequence-to-Sequence Models for Speech Recognition. ICASSP (2021)
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
A Better and Faster end-to-end Model for Streaming ASR. ICASSP (2021)
Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath
Less Is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging. CoRR (2020)
Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Ruoming Pang, Yanzhang He, Trevor Strohman, Yonghui Wu
Towards Fast and Accurate Streaming End-To-End ASR. ICASSP (2020)
Shuo-Yiin Chang, Bo Li, David Rybach, Yanzhang He, Wei Li, Tara N. Sainath, Trevor Strohman
Low Latency Speech Recognition Using End-to-End Prefetching. INTERSPEECH (2020)
Tara N. Sainath, Ruoming Pang, Ron J. Weiss, Yanzhang He, Chung-Cheng Chiu, Trevor Strohman
An Attention-Based Joint Acoustic and Text on-Device End-To-End Model. ICASSP (2020)
Arun Narayanan, Tara N. Sainath, Ruoming Pang, Jiahui Yu, Chung-Cheng Chiu, Rohit Prabhavalkar, Ehsan Variani, Trevor Strohman
Cascaded encoders for unifying streaming and non-streaming ASR. CoRR (2020)
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
A Better and Faster End-to-End Model for Streaming ASR. CoRR (2020)
Tara N. Sainath, Ruoming Pang, David Rybach, Basi García, Trevor Strohman
Emitting Word Timings with End-to-End Models. INTERSPEECH (2020)
Qiujia Li, David Qiu, Yu Zhang, Bo Li, Yanzhang He, Philip C. Woodland, Liangliang Cao, Trevor Strohman
Confidence Estimation for Attention-based Sequence-to-sequence Models for Speech Recognition. CoRR (2020)
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
A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency. CoRR (2020)
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
A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency. ICASSP (2020)
Arun Narayanan, Rohit Prabhavalkar, Chung-Cheng Chiu, David Rybach, Tara N. Sainath, Trevor Strohman
Recognizing Long-Form Speech Using Streaming End-to-End Models. ASRU (2019)
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
Two-Pass End-to-End Speech Recognition. CoRR (2019)
Arun Narayanan, Rohit Prabhavalkar, Chung-Cheng Chiu, David Rybach, Tara N. Sainath, Trevor Strohman
Recognizing long-form speech using streaming end-to-end models. CoRR (2019)
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
Two-Pass End-to-End Speech Recognition. INTERSPEECH (2019)
Arun Narayanan, Ananya Misra, Khe Chai Sim, Golan Pundak, Anshuman Tripathi, Mohamed Elfeky, Parisa Haghani, Trevor Strohman, Michiel Bacchiani
Toward Domain-Invariant Speech Recognition via Large Scale Training. SLT (2018)
Arun Narayanan, Ananya Misra, Khe Chai Sim, Golan Pundak, Anshuman Tripathi, Mohamed Elfeky, Parisa Haghani, Trevor Strohman, Michiel Bacchiani
Toward domain-invariant speech recognition via large scale training. CoRR (2018)
Zhenzhen Kou, Daisy Stanton, Fuchun Peng, Françoise Beaufays, Trevor Strohman
Fix it where it fails: Pronunciation learning by mining error corrections from speech logs. ICASSP (2015)
Donald Metzler, Trevor Strohman, W. Bruce Croft
A Statistical View of Binned Retrieval Models. ECIR (2008)
Trevor Strohman, W. Bruce Croft, David D. Jensen
Recommending citations for academic papers. SIGIR (2007)
Trevor Strohman, W. Bruce Croft
Efficient document retrieval in main memory. SIGIR (2007)
Donald Metzler, Trevor Strohman, W. Bruce Croft
Indri TREC Notebook 2006: Lessons Learned From Three Terabyte Tracks. TREC (2006)
Donald Metzler, Trevor Strohman, Yun Zhou, W. Bruce Croft
Indri at TREC 2005: Terabyte Track. TREC (2005)
Trevor Strohman, Howard R. Turtle, W. Bruce Croft
Optimization strategies for complex queries. SIGIR (2005)
Donald Metzler, Fernando Diaz, Trevor Strohman, W. Bruce Croft
UMass Robust 2005: Using Mixtures of Relevance Models for Query Expansion. TREC (2005)
Donald Metzler, Trevor Strohman, Howard R. Turtle, W. Bruce Croft
Indri at TREC 2004: Terabyte Track. TREC (2004)