Yuan Shangguan

49 papers A 7B 1Misc 11Journal 26Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Breaking Down Power Barriers in On-Device Streaming ASR: Insights and Solutions.
NAACL (Industry Track)
Yang Li, Yuan Shangguan, Yuhao Wang, Liangzhen Lai, Ernie Chang, Changsheng Zhao, Yangyang Shi, Vikas Chandra
2024 — conf
AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs.
NAACL-HLT
Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Ke Li, Junteng Jia, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
2024 Misc conf
Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of a Multilingual ASR Model.
ICASSP
Jiamin Xie, Ke Li, Jinxi Guo, Andros Tjandra, Yuan Shangguan, Leda Sari, Chunyang Wu, Junteng Jia, Jay Mahadeokar, Ozlem Kalinli
2024 Misc conf
Folding Attention: Memory and Power Optimization for On-Device Transformer-Based Streaming Speech Recognition.
ICASSP
Yang Li, Liangzhen Lai, Yuan Shangguan, Forrest N. Iandola, Zhaoheng Ni, Ernie Chang, Yangyang Shi, Vikas Chandra
2024 J jnl
Not All Weights Are Created Equal: Enhancing Energy Efficiency in On-Device Streaming Speech Recognition.
CoRR
Yang Li, Yuan Shangguan, Yuhao Wang, Liangzhen Lai, Ernie Chang, Changsheng Zhao, Yangyang Shi, Vikas Chandra
2024 Misc conf
Prompting Large Language Models with Speech Recognition Abilities.
ICASSP
Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Ke Li, Jinxi Guo, Wenhan Xiong, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
2024 Misc conf
TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-Device ASR Models.
ICASSP
Yuan Shangguan, Haichuan Yang, Danni Li, Chunyang Wu, Yassir Fathullah, Dilin Wang, Ayushi Dalmia, Raghuraman Krishnamoorthi, Ozlem Kalinli, Junteng Jia, Jay Mahadeokar, Xin Lei, Mike Seltzer, Vikas Chandra
2023 J jnl
Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of A Multilingual ASR Model.
CoRR
Jiamin Xie, Ke Li, Jinxi Guo, Andros Tjandra, Yuan Shangguan, Leda Sari, Chunyang Wu, Junteng Jia, Jay Mahadeokar, Ozlem Kalinli
2023 J jnl
Folding Attention: Memory and Power Optimization for On-Device Transformer-based Streaming Speech Recognition.
CoRR
Yang Li, Liangzhen Lai, Yuan Shangguan, Forrest N. Iandola, Ernie Chang, Yangyang Shi, Vikas Chandra
2023 A conf
Handling the Alignment for Wake Word Detection: A Comparison Between Alignment-Based, Alignment-Free and Hybrid Approaches.
INTERSPEECH
Vinicius Ribeiro, Yiteng Huang, Yuan Shangguan, Zhaojun Yang, Li Wan, Ming Sun
2023 J jnl
Handling the Alignment for Wake Word Detection: A Comparison Between Alignment-Based, Alignment-Free and Hybrid Approaches.
CoRR
Vinicius Ribeiro, Yiteng Huang, Yuan Shangguan, Zhaojun Yang, Li Wan, Ming Sun
2023 A conf
Multi-Head State Space Model for Speech Recognition.
INTERSPEECH
Yassir Fathullah, Chunyang Wu, Yuan Shangguan, Junteng Jia, Wenhan Xiong, Jay Mahadeokar, Chunxi Liu, Yangyang Shi, Ozlem Kalinli, Mike Seltzer, Mark J. F. Gales
2023 J jnl
Multi-Head State Space Model for Speech Recognition.
CoRR
Yassir Fathullah, Chunyang Wu, Yuan Shangguan, Junteng Jia, Wenhan Xiong, Jay Mahadeokar, Chunxi Liu, Yangyang Shi, Ozlem Kalinli, Mike Seltzer, Mark J. F. Gales
2023 J jnl
Prompting Large Language Models with Speech Recognition Abilities.
CoRR
Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Ke Li, Jinxi Guo, Wenhan Xiong, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
2023 J jnl
TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-device ASR Models.
CoRR
Yuan Shangguan, Haichuan Yang, Danni Li, Chunyang Wu, Yassir Fathullah, Dilin Wang, Ayushi Dalmia, Raghuraman Krishnamoorthi, Ozlem Kalinli, Junteng Jia, Jay Mahadeokar, Xin Lei, Mike Seltzer, Vikas Chandra
2023 J jnl
Towards General-Purpose Speech Abilities for Large Language Models Using Unpaired Data.
CoRR
Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
2023 J jnl
Towards Selection of Text-to-speech Data to Augment ASR Training.
CoRR
Shuo Liu, Leda Sari, Chunyang Wu, Gil Keren, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli
2022 A conf
Federated Domain Adaptation for ASR with Full Self-Supervision.
INTERSPEECH
Junteng Jia, Jay Mahadeokar, Weiyi Zheng, Yuan Shangguan, Ozlem Kalinli, Frank Seide
2022 J jnl
Federated Domain Adaptation for ASR with Full Self-Supervision.
CoRR
Junteng Jia, Jay Mahadeokar, Weiyi Zheng, Yuan Shangguan, Ozlem Kalinli, Frank Seide
2022 — conf
Learning a Dual-Mode Speech Recognition Model VIA Self-Pruning.
SLT
Chunxi Liu, Yuan Shangguan, Haichuan Yang, Yangyang Shi, Raghuraman Krishnamoorthi, Ozlem Kalinli
2022 J jnl
Learning a Dual-Mode Speech Recognition Model via Self-Pruning.
CoRR
Chunxi Liu, Yuan Shangguan, Haichuan Yang, Yangyang Shi, Raghuraman Krishnamoorthi, Ozlem Kalinli
2022 Misc conf
Omni-Sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR Via Supernet.
ICASSP
Haichuan Yang, Yuan Shangguan, Dilin Wang, Meng Li, Pierce Chuang, Xiaohui Zhang, Ganesh Venkatesh, Ozlem Kalinli, Vikas Chandra
2022 Misc conf
Streaming Transformer Transducer based Speech Recognition Using Non-Causal Convolution.
ICASSP
Yangyang Shi, Chunyang Wu, Dilin Wang, Alex Xiao, Jay Mahadeokar, Xiaohui Zhang, Chunxi Liu, Ke Li, Yuan Shangguan, Varun Nagaraja, Ozlem Kalinli, Mike Seltzer
2021 — conf
Alignment Restricted Streaming Recurrent Neural Network Transducer.
SLT
Jay Mahadeokar, Yuan Shangguan, Duc Le, Gil Keren, Hang Su, Thong Le, Ching-Feng Yeh, Christian Fuegen, Michael L. Seltzer
2021 A conf
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion.
Interspeech
Duc Le, Mahaveer Jain, Gil Keren, Suyoun Kim, Yangyang Shi, Jay Mahadeokar, Julian Chan, Yuan Shangguan, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Michael L. Seltzer
2021 J jnl
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion.
CoRR
Duc Le, Mahaveer Jain, Gil Keren, Suyoun Kim, Yangyang Shi, Jay Mahadeokar, Julian Chan, Yuan Shangguan, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Michael L. Seltzer
2021 A conf
Dissecting User-Perceived Latency of On-Device E2E Speech Recognition.
Interspeech
Yuan Shangguan, Rohit Prabhavalkar, Hang Su, Jay Mahadeokar, Yangyang Shi, Jiatong Zhou, Chunyang Wu, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
2021 J jnl
Dissecting User-Perceived Latency of On-Device E2E Speech Recognition.
CoRR
Yuan Shangguan, Rohit Prabhavalkar, Hang Su, Jay Mahadeokar, Yangyang Shi, Jiatong Zhou, Chunyang Wu, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
2021 Misc conf
Efficient Knowledge Distillation for RNN-Transducer Models.
ICASSP
Sankaran Panchapagesan, Daniel S. Park, Chung-Cheng Chiu, Yuan Shangguan, Qiao Liang, Alexander Gruenstein
2021 A conf
Flexi-Transducer: Optimizing Latency, Accuracy and Compute for Multi-Domain On-Device Scenarios.
Interspeech
Jay Mahadeokar, Yangyang Shi, Yuan Shangguan, Chunyang Wu, Alex Xiao, Hang Su, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
2021 J jnl
Flexi-Transducer: Optimizing Latency, Accuracy and Compute forMulti-Domain On-Device Scenarios.
CoRR
Jay Mahadeokar, Yangyang Shi, Yuan Shangguan, Chunyang Wu, Alex Xiao, Hang Su, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
2021 Misc conf
Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer.
ICASSP
Suyoun Kim, Yuan Shangguan, Jay Mahadeokar, Antoine Bruguier, Christian Fuegen, Michael L. Seltzer, Duc Le
2021 Misc conf
Memory-Efficient Speech Recognition on Smart Devices.
ICASSP
Ganesh Venkatesh, Alagappan Valliappan, Jay Mahadeokar, Yuan Shangguan, Christian Fuegen, Michael L. Seltzer, Vikas Chandra
2021 J jnl
Memory-efficient Speech Recognition on Smart Devices.
CoRR
Ganesh Venkatesh, Alagappan Valliappan, Jay Mahadeokar, Yuan Shangguan, Christian Fuegen, Michael L. Seltzer, Vikas Chandra
2021 J jnl
Noisy Training Improves E2E ASR for the Edge.
CoRR
Dilin Wang, Yuan Shangguan, Haichuan Yang, Pierce Chuang, Jiatong Zhou, Meng Li, Ganesh Venkatesh, Ozlem Kalinli, Vikas Chandra
2021 J jnl
Omni-sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR via Supernet.
CoRR
Haichuan Yang, Yuan Shangguan, Dilin Wang, Meng Li, Pierce Chuang, Xiaohui Zhang, Ganesh Venkatesh, Ozlem Kalinli, Vikas Chandra
2021 J jnl
Streaming Transformer Transducer Based Speech Recognition Using Non-Causal Convolution.
CoRR
Yangyang Shi, Chunyang Wu, Dilin Wang, Alex Xiao, Jay Mahadeokar, Xiaohui Zhang, Chunxi Liu, Ke Li, Yuan Shangguan, Varun Nagaraja, Ozlem Kalinli, Mike Seltzer
2020 Misc conf
A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency.
ICASSP
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
2020 J jnl
A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency.
CoRR
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
2020 J jnl
Alignment Restricted Streaming Recurrent Neural Network Transducer.
CoRR
Jay Mahadeokar, Yuan Shangguan, Duc Le, Gil Keren, Hang Su, Thong Le, Ching-Feng Yeh, Christian Fuegen, Michael L. Seltzer
2020 A conf
Analyzing the Quality and Stability of a Streaming End-to-End On-Device Speech Recognizer.
INTERSPEECH
Yuan Shangguan, Kate Knister, Yanzhang He, Ian McGraw, Françoise Beaufays
2020 J jnl
Analyzing the Quality and Stability of a Streaming End-to-End On-Device Speech Recognizer.
CoRR
Yuan Shangguan, Kate Knister, Yanzhang He, Ian McGraw, Françoise Beaufays
2020 J jnl
Efficient Knowledge Distillation for RNN-Transducer Models.
CoRR
Sankaran Panchapagesan, Daniel S. Park, Chung-Cheng Chiu, Yuan Shangguan, Qiao Liang, Alexander Gruenstein
2020 J jnl
Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer.
CoRR
Suyoun Kim, Yuan Shangguan, Jay Mahadeokar, Antoine Bruguier, Christian Fuegen, Michael L. Seltzer, Duc Le
2019 J jnl
Optimizing Speech Recognition For The Edge.
CoRR
Yuan Shangguan, Jian Li, Liang Qiao, Raziel Alvarez, Ian McGraw
2019 Misc conf
Streaming End-to-end Speech Recognition for Mobile Devices.
ICASSP
Yanzhang He, Tara N. Sainath, Rohit Prabhavalkar, Ian McGraw, Raziel Alvarez, Ding Zhao, David Rybach, Anjuli Kannan, Yonghui Wu, Ruoming Pang, Qiao Liang, Deepti Bhatia, Yuan Shangguan, Bo Li, Golan Pundak, Khe Chai Sim, Tom Bagby, Shuo-Yiin Chang, Kanishka Rao, Alexander Gruenstein
2018 J jnl
Streaming End-to-end Speech Recognition For Mobile Devices.
CoRR
Yanzhang He, Tara N. Sainath, Rohit Prabhavalkar, Ian McGraw, Raziel Alvarez, Ding Zhao, David Rybach, Anjuli Kannan, Yonghui Wu, Ruoming Pang, Qiao Liang, Deepti Bhatia, Yuan Shangguan, Bo Li, Golan Pundak, Khe Chai Sim, Tom Bagby, Shuo-Yiin Chang, Kanishka Rao, Alexander Gruenstein
2015 B conf
EmoShapelets: Capturing local dynamics of audio-visual affective speech.
ACII
Yuan Shangguan, Emily Mower Provost
2015 J jnl
UMEME: University of Michigan Emotional McGurk Effect Data Set.
IEEE Trans. Affect. Comput.
Emily Mower Provost, Yuan Shangguan, Carlos Busso