Trevor Strohman

Google (United States) — United States

Computer Science · Physical Sciences

17h-index1.8kcitations79works2.02yr avg
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Research Topics

Speech Recognition and Synthesis(70), Speech and Audio Processing(41), Music and Audio Processing(35), Natural Language Processing Techniques(27), Speech and dialogue systems(18)

Publications78 total

Efficient Adapter Finetuning for Tail Languages in Streaming Multilingual ASR
2024· 4 cited
Efficient Adapter Finetuning for Tail Languages in Streaming Multilingual ASR
arXiv (Cornell University)·2024Open Access
Controlled Decoding from Language Models
arXiv (Cornell University)·2023· 2 citedOpen Access
Comparison of Soft and Hard Target RNN-T Distillation for Large-Scale ASR
2023· 7 cited
Massively Multilingual Shallow Fusion with Large Language Models
2023· 11 cited
UML: A Universal Monolingual Output Layer For Multilingual Asr
2023· 3 cited
Resource-Efficient Transfer Learning from Speech Foundation Model Using Hierarchical Feature Fusion
2023· 4 cited
Efficient Domain Adaptation for Speech Foundation Models
2023· 19 cited
Context-Aware end-to-end ASR Using Self-Attentive Embedding and Tensor Fusion
2023· 8 cited
From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition
2023· 24 cited
E2E Segmentation in a Two-Pass Cascaded Encoder ASR Model
2023· 5 cited
Practical Conformer: Optimizing size, speed and flops of Conformer for on-Device and cloud ASR
arXiv (Cornell University)·2023Open Access
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages
arXiv (Cornell University)·2023· 112 citedOpen Access
UML: A Universal Monolingual Output Layer for Multilingual ASR
arXiv (Cornell University)·2023Open Access
Massively Multilingual Shallow Fusion with Large Language Models
arXiv (Cornell University)·2023Open Access
Efficient Domain Adaptation for Speech Foundation Models
arXiv (Cornell University)·2023· 2 citedOpen Access
From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition
arXiv (Cornell University)·2023Open Access
Internal Language Model Personalization of E2E Automatic Speech Recognition Using Random Encoder Features
2022 IEEE Spoken Language Technology Workshop (SLT)·2023· 3 cited
JOIST: A Joint Speech and Text Streaming Model for ASR
2022 IEEE Spoken Language Technology Workshop (SLT)·2023· 20 cited
Flickering Reduction with Partial Hypothesis Reranking for Streaming ASR
2022 IEEE Spoken Language Technology Workshop (SLT)·2023· 1 cited
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Frequent Co-authors

Tara N. Sainath(35), Yanzhang He(15), Ruoming Pang(15), Rohit Prabhavalkar(15), Shuo-Yiin Chang(14), Bo Li(12), Khe Chai Sim(12), Yu Zhang(10), Françoise Beaufays(10), Dongseong Hwang(10), Chung‐Cheng Chiu(9), David Rybach(9), Zhouyuan Huo(9), Arun Narayanan(8), Yonghui Wu(7), Qiao Liang(6), Parisa Haghani(6), Ian McGraw(5), Cal Peyser(5), David Qiu(5)