EmoShapelets: Capturing local dynamics of audio-visual affective speech. - Yuan Shangguan; Emily Mower Provost (ACII, 2015)

UMEME: University of Michigan Emotional McGurk Effect Data Set. - Emily Mower Provost; Yuan Shangguan; Carlos Busso (IEEE Trans. Affect. Comput., 2015)

Streaming End-to-end Speech Recognition for Mobile Devices. - Yanzhang He; Tara N. Sainath; Rohit Prabhavalkar; Ian McGraw; Raziel Alvarez; Ding Zhao; David Rybach; Anjuli Kannan; Yonghui Wu; Ruoming Pang; Qiao Liang 001; Deepti Bhatia; et al. (ICASSP, 2019)

Optimizing Speech Recognition For The Edge. - Yuan Shangguan; Jian Li; Liang Qiao; Raziel Alvarez; Ian McGraw (CoRR, 2019)

A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency. - Tara N. Sainath; Yanzhang He; Bo Li 028; Arun Narayanan; Ruoming Pang; Antoine Bruguier; Shuo-Yiin Chang; Wei Li 133; Raziel Alvarez; Zhifeng Chen; Chung-Cheng Chiu; David Garcia; et al. (ICASSP, 2020)

Analyzing the Quality and Stability of a Streaming End-to-End On-Device Speech Recognizer. - Yuan Shangguan; Kate Knister; Yanzhang He; Ian McGraw; Françoise Beaufays (INTERSPEECH, 2020)

A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency. - Tara N. Sainath; Yanzhang He; Bo Li 028; Arun Narayanan; Ruoming Pang; Antoine Bruguier; Shuo-Yiin Chang; Wei Li 133; Raziel Alvarez; Zhifeng Chen; Chung-Cheng Chiu; David Garcia; et al. (CoRR, 2020)

Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer. - Suyoun Kim; Yuan Shangguan; Jay Mahadeokar; Antoine Bruguier; Christian Fuegen; Michael L. Seltzer; Duc Le (ICASSP, 2021)

Efficient Knowledge Distillation for RNN-Transducer Models. - Sankaran Panchapagesan; Daniel S. Park; Chung-Cheng Chiu; Yuan Shangguan; Qiao Liang 001; Alexander Gruenstein (ICASSP, 2021)

Memory-Efficient Speech Recognition on Smart Devices. - Ganesh Venkatesh; Alagappan Valliappan; Jay Mahadeokar; Yuan Shangguan; Christian Fuegen; Michael L. Seltzer; Vikas Chandra (ICASSP, 2021)

Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion. - 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 (Interspeech, 2021)

Flexi-Transducer: Optimizing Latency, Accuracy and Compute for Multi-Domain On-Device Scenarios. - Jay Mahadeokar; Yangyang Shi; Yuan Shangguan; Chunyang Wu; Alex Xiao; Hang Su; Duc Le; Ozlem Kalinli; Christian Fuegen; Michael L. Seltzer (Interspeech, 2021)

Dissecting User-Perceived Latency of On-Device E2E Speech Recognition. - Yuan Shangguan; Rohit Prabhavalkar; Hang Su; Jay Mahadeokar; Yangyang Shi; Jiatong Zhou; Chunyang Wu; Duc Le; Ozlem Kalinli; Christian Fuegen; Michael L. Seltzer (Interspeech, 2021)

Alignment Restricted Streaming Recurrent Neural Network Transducer. - Jay Mahadeokar; Yuan Shangguan; Duc Le; Gil Keren; Hang Su; Thong Le; Ching-Feng Yeh; Christian Fuegen; Michael L. Seltzer (SLT, 2021)

Flexi-Transducer: Optimizing Latency, Accuracy and Compute forMulti-Domain On-Device Scenarios. - Jay Mahadeokar; Yangyang Shi; Yuan Shangguan; Chunyang Wu; Alex Xiao; Hang Su; Duc Le; Ozlem Kalinli; Christian Fuegen; Michael L. Seltzer (CoRR, 2021)

Noisy Training Improves E2E ASR for the Edge. - Dilin Wang; Yuan Shangguan; Haichuan Yang; Pierce Chuang; Jiatong Zhou; Meng Li 004; Ganesh Venkatesh; Ozlem Kalinli; Vikas Chandra (CoRR, 2021)

Streaming Transformer Transducer based Speech Recognition Using Non-Causal Convolution. - Yangyang Shi; Chunyang Wu; Dilin Wang; Alex Xiao; Jay Mahadeokar; Xiaohui Zhang 007; Chunxi Liu; Ke Li 023; Yuan Shangguan; Varun Nagaraja; Ozlem Kalinli; Mike Seltzer (ICASSP, 2022)

Omni-Sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR Via Supernet. - Haichuan Yang; Yuan Shangguan; Dilin Wang; Meng Li 004; Pierce Chuang; Xiaohui Zhang 007; Ganesh Venkatesh; Ozlem Kalinli; Vikas Chandra (ICASSP, 2022)

Federated Domain Adaptation for ASR with Full Self-Supervision. - Junteng Jia; Jay Mahadeokar; Weiyi Zheng; Yuan Shangguan; Ozlem Kalinli; Frank Seide (INTERSPEECH, 2022)

Learning a Dual-Mode Speech Recognition Model VIA Self-Pruning. - Chunxi Liu; Yuan Shangguan; Haichuan Yang; Yangyang Shi; Raghuraman Krishnamoorthi; Ozlem Kalinli (SLT, 2022)

Multi-Head State Space Model for Speech Recognition. - Yassir Fathullah; Chunyang Wu; Yuan Shangguan; Junteng Jia; Wenhan Xiong; Jay Mahadeokar; Chunxi Liu; Yangyang Shi; Ozlem Kalinli; Mike Seltzer; Mark J. F. Gales (INTERSPEECH, 2023)

Handling the Alignment for Wake Word Detection: A Comparison Between Alignment-Based, Alignment-Free and Hybrid Approaches. - Vinicius Ribeiro; Yiteng Huang; Yuan Shangguan; Zhaojun Yang; Li Wan; Ming Sun 013 (INTERSPEECH, 2023)

Towards Selection of Text-to-speech Data to Augment ASR Training. - Shuo Liu; Leda Sari; Chunyang Wu; Gil Keren; Yuan Shangguan; Jay Mahadeokar; Ozlem Kalinli (CoRR, 2023)

Folding Attention: Memory and Power Optimization for On-Device Transformer-based Streaming Speech Recognition. - Yang Li 183; Liangzhen Lai; Yuan Shangguan; Forrest N. Iandola; Ernie Chang; Yangyang Shi; Vikas Chandra (CoRR, 2023)

Towards General-Purpose Speech Abilities for Large Language Models Using Unpaired Data. - Yassir Fathullah; Chunyang Wu; Egor Lakomkin; Junteng Jia; Yuan Shangguan; Jay Mahadeokar; Ozlem Kalinli; Christian Fuegen; Mike Seltzer (CoRR, 2023)

Prompting Large Language Models with Speech Recognition Abilities. - Yassir Fathullah; Chunyang Wu; Egor Lakomkin; Junteng Jia; Yuan Shangguan; Ke Li 023; Jinxi Guo; Wenhan Xiong; Jay Mahadeokar; Ozlem Kalinli; Christian Fuegen; Mike Seltzer (ICASSP, 2024)

Folding Attention: Memory and Power Optimization for On-Device Transformer-Based Streaming Speech Recognition. - Yang Li 183; Liangzhen Lai; Yuan Shangguan; Forrest N. Iandola; Zhaoheng Ni; Ernie Chang; Yangyang Shi; Vikas Chandra (ICASSP, 2024)

TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-Device ASR Models. - Yuan Shangguan; Haichuan Yang; Danni Li; Chunyang Wu; Yassir Fathullah; Dilin Wang; Ayushi Dalmia; Raghuraman Krishnamoorthi; Ozlem Kalinli; Junteng Jia; Jay Mahadeokar; Xin Lei; et al. (ICASSP, 2024)

Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of a Multilingual ASR Model. - Jiamin Xie; Ke Li 023; Jinxi Guo; Andros Tjandra; Yuan Shangguan; Leda Sari; Chunyang Wu; Junteng Jia; Jay Mahadeokar; Ozlem Kalinli (ICASSP, 2024)

AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs. - Yassir Fathullah; Chunyang Wu; Egor Lakomkin; Ke Li 023; Junteng Jia; Yuan Shangguan; Jay Mahadeokar; Ozlem Kalinli; Christian Fuegen; Mike Seltzer (NAACL-HLT, 2024)

Not All Weights Are Created Equal: Enhancing Energy Efficiency in On-Device Streaming Speech Recognition. - Yang Li 183; Yuan Shangguan; Yuhao Wang; Liangzhen Lai; Ernie Chang; Changsheng Zhao 002; Yangyang Shi; Vikas Chandra (CoRR, 2024)

Breaking Down Power Barriers in On-Device Streaming ASR: Insights and Solutions. - Yang Li 183; Yuan Shangguan; Yuhao Wang; Liangzhen Lai; Ernie Chang; Changsheng Zhao 002; Yangyang Shi; Vikas Chandra (NAACL (Industry Track), 2025)