
Shuo-Yiin Chang
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2020 – today
- 2020
- [c16]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: 6059-6063 - [c15]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: 6069-6073 - [c14]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: 1962-1966 - [i7]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 abs/2003.12710 (2020) - [i6]Jiahui Yu, Chung-Cheng Chiu, Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, Arun Narayanan, Wei Han, Anmol Gulati, Yonghui Wu, Ruoming Pang:
FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization. CoRR abs/2010.11148 (2020) - [i5]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 abs/2011.10798 (2020)
2010 – 2019
- 2019
- [j1]Hendrik Purwins
, Bo Li
, Tuomas Virtanen
, Jan Schlüter
, Shuo-Yiin Chang, Tara N. Sainath
:
Deep Learning for Audio Signal Processing. IEEE J. Sel. Top. Signal Process. 13(2): 206-219 (2019) - [c13]Shuo-Yiin Chang, Bo Li, Gabor Simko:
A Unified Endpointer Using Multitask and Multidomain Training. ASRU 2019: 100-106 - [c12]Shuo-Yiin Chang, Rohit Prabhavalkar, Yanzhang He, Tara N. Sainath, Gabor Simko:
Joint Endpointing and Decoding with End-to-end Models. ICASSP 2019: 5626-5630 - [c11]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:
Streaming End-to-end Speech Recognition for Mobile Devices. ICASSP 2019: 6381-6385 - [i4]Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, Tara N. Sainath:
Deep Learning for Audio Signal Processing. CoRR abs/1905.00078 (2019) - [i3]Shaojin Ding, Quan Wang, Shuo-Yiin Chang, Li Wan, Ignacio Lopez-Moreno:
Personal VAD: Speaker-Conditioned Voice Activity Detection. CoRR abs/1908.04284 (2019) - [i2]Ahmed Hussen Abdelaziz, Shuo-Yiin Chang, Nelson Morgan, Erik Edwards, Dorothea Kolossa, Dan Ellis, David A. Moses, Edward F. Chang:
On Neural Phone Recognition of Mixed-Source ECoG Signals. CoRR abs/1912.05869 (2019) - 2018
- [c10]Shuo-Yiin Chang, Bo Li, Gabor Simko, Tara N. Sainath, Anshuman Tripathi, Aäron van den Oord, Oriol Vinyals:
Temporal Modeling Using Dilated Convolution and Gating for Voice-Activity-Detection. ICASSP 2018: 5549-5553 - [i1]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:
Streaming End-to-end Speech Recognition For Mobile Devices. CoRR abs/1811.06621 (2018) - 2017
- [c9]Matt Shannon, Gabor Simko, Shuo-Yiin Chang, Carolina Parada:
Improved End-of-Query Detection for Streaming Speech Recognition. INTERSPEECH 2017: 1909-1913 - [c8]Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Gabor Simko, Carolina Parada:
Endpoint Detection Using Grid Long Short-Term Memory Networks for Streaming Speech Recognition. INTERSPEECH 2017: 3812-3816 - 2016
- [b1]Shuo-Yiin Chang:
Feature Design for Robust Speech Recognition: Nurture and Nature. University of California, Berkeley, USA, 2016 - 2015
- [c7]Shuo-Yiin Chang, Steven Wegmann:
On the importance of modeling and robustness for deep neural network feature. ICASSP 2015: 4530-4534 - 2014
- [c6]Shuo-Yiin Chang, Nelson Morgan:
Robust CNN-based speech recognition with Gabor filter kernels. INTERSPEECH 2014: 905-909 - 2013
- [c5]Sree Hari Krishnan Parthasarathi, Shuo-Yiin Chang, Jordan Cohen, Nelson Morgan, Steven Wegmann:
The blame game in meeting room ASR: An analysis of feature versus model errors in noisy and mismatched conditions. ICASSP 2013: 6758-6762 - [c4]Shuo-Yiin Chang, Bernd T. Meyer, Nelson Morgan:
Spectro-temporal features for noise-robust speech recognition using power-law nonlinearity and power-bias subtraction. ICASSP 2013: 7063-7067 - [c3]Shuo-Yiin Chang, Nelson Morgan:
Informative spectro-temporal bottleneck features for noise-robust speech recognition. INTERSPEECH 2013: 99-103
2000 – 2009
- 2009
- [c2]Shuo-Yiin Chang, Lin-Shan Lee:
Improved clustered hierarchical tandem system with bottom-up processing. ICASSP 2009: 4441-4444 - 2008
- [c1]Shuo-Yiin Chang, Lin-Shan Lee:
Data-driven clustered hierarchical tandem system for LVCSR. INTERSPEECH 2008: 2250-2253
Coauthor Index

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