Shuo-Yiin Chang

62 papers A 15C 3Misc 18Journal 23Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	Misc	`conf`	Multilingual and Fully Non-Autoregressive ASR with Large Language Model Fusion: A Comprehensive Study. ICASSP W. Ronny Huang, Cyril Allauzen, Tongzhou Chen, Kilol Gupta, Ke Hu, James Qin, Yu Zhang, Yongqiang Wang, Shuo-Yiin Chang, Tara N. Sainath
2024	J	`jnl`	Multilingual and Fully Non-Autoregressive ASR with Large Language Model Fusion: A Comprehensive Study. CoRR W. Ronny Huang, Cyril Allauzen, Tongzhou Chen, Kilol Gupta, Ke Hu, James Qin, Yu Zhang, Yongqiang Wang, Shuo-Yiin Chang, Tara N. Sainath
2023	Misc	`conf`	Context-Aware end-to-end ASR Using Self-Attentive Embedding and Tensor Fusion. ICASSP Shuo-Yiin Chang, Chao Zhang, Tara N. Sainath, Bo Li, Trevor Strohman
2023	Misc	`conf`	E2E Segmentation in a Two-Pass Cascaded Encoder ASR Model. ICASSP W. Ronny Huang, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, David Rybach, Robert David, Rohit Prabhavalkar, Cyril Allauzen, Cal Peyser, Trevor D. Strohman
2023	A	`conf`	How to Estimate Model Transferability of Pre-Trained Speech Models? INTERSPEECH Zih-Ching Chen, Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Shuo-Yiin Chang, Rohit Prabhavalkar, Hung-yi Lee, Tara N. Sainath
2023	J	`jnl`	How to Estimate Model Transferability of Pre-Trained Speech Models? CoRR Zih-Ching Chen, Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Shuo-Yiin Chang, Rohit Prabhavalkar, Hung-yi Lee, Tara N. Sainath
2023	C	`conf`	Improved Long-Form Speech Recognition By Jointly Modeling The Primary And Non-Primary Speakers. ASRU Guru Prakash Arumugam, Shuo-Yiin Chang, Tara N. Sainath, Rohit Prabhavalkar, Quan Wang, Shaan Bijwadia
2023	J	`jnl`	Improved Long-Form Speech Recognition by Jointly Modeling the Primary and Non-primary Speakers. CoRR Guru Prakash Arumugam, Shuo-Yiin Chang, Tara N. Sainath, Rohit Prabhavalkar, Quan Wang, Shaan Bijwadia
2023	Misc	`conf`	Multi-Output RNN-T Joint Networks for Multi-Task Learning of ASR and Auxiliary Tasks. ICASSP Weiran Wang, Ding Zhao, Shaojin Ding, Hao Zhang, Shuo-Yiin Chang, David Rybach, Tara N. Sainath, Yanzhang He, Ian McGraw, Shankar Kumar
2023	A	`conf`	Semantic Segmentation with Bidirectional Language Models Improves Long-form ASR. INTERSPEECH W. Ronny Huang, Hao Zhang, Shankar Kumar, Shuo-Yiin Chang, Tara N. Sainath
2023	J	`jnl`	Semantic Segmentation with Bidirectional Language Models Improves Long-form ASR. CoRR W. Ronny Huang, Hao Zhang, Shankar Kumar, Shuo-Yiin Chang, Tara N. Sainath
2023	A	`conf`	Text Injection for Capitalization and Turn-Taking Prediction in Speech Models. INTERSPEECH Shaan Bijwadia, Shuo-Yiin Chang, Weiran Wang, Zhong Meng, Hao Zhang
2023	J	`jnl`	Text Injection for Capitalization and Turn-Taking Prediction in Speech Models. CoRR Shaan Bijwadia, Shuo-Yiin Chang, Weiran Wang, Zhong Meng, Hao Zhang, Tara N. Sainath
2023	C	`conf`	Towards General-Purpose Text-Instruction-Guided Voice Conversion. ASRU Chun-Yi Kuan, Chen-An Li, Tsu-Yuan Hsu, Tse-Yang Lin, Ho-Lam Chung, Kai-Wei Chang, Shuo-Yiin Chang, Hung-yi Lee
2023	J	`jnl`	Towards General-Purpose Text-Instruction-Guided Voice Conversion. CoRR Chun-Yi Kuan, Chen-An Li, Tsu-Yuan Hsu, Tse-Yang Lin, Ho-Lam Chung, Kai-Wei Chang, Shuo-Yiin Chang, Hung-yi Lee
2023	Misc	`conf`	UML: A Universal Monolingual Output Layer For Multilingual Asr. ICASSP Chao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Shuo-Yiin Chang
2023	J	`jnl`	UML: A Universal Monolingual Output Layer for Multilingual ASR. CoRR Chao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Shuo-Yiin Chang
2022	A	`conf`	A Language Agnostic Multilingual Streaming On-Device ASR System. INTERSPEECH 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
2022	J	`jnl`	A Language Agnostic Multilingual Streaming On-Device ASR System. CoRR 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
2022	J	`jnl`	E2E Segmentation in a Two-Pass Cascaded Encoder ASR Model. CoRR W. Ronny Huang, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, David Rybach, Robert David, Rohit Prabhavalkar, Cyril Allauzen, Cal Peyser, Trevor D. Strohman
2022	A	`conf`	E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR. INTERSPEECH W. Ronny Huang, Shuo-Yiin Chang, David Rybach, Tara N. Sainath, Rohit Prabhavalkar, Cal Peyser, Zhiyun Lu, Cyril Allauzen
2022	J	`jnl`	E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR. CoRR W. Ronny Huang, Shuo-Yiin Chang, David Rybach, Rohit Prabhavalkar, Tara N. Sainath, Cyril Allauzen, Cal Peyser, Zhiyun Lu
2022	Misc	`conf`	Improving The Latency And Quality Of Cascaded Encoders. ICASSP 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
2022	Misc	`conf`	Improving the Fusion of Acoustic and Text Representations in RNN-T. ICASSP Chao Zhang, Bo Li, Zhiyun Lu, Tara N. Sainath, Shuo-Yiin Chang
2022	J	`jnl`	Improving the fusion of acoustic and text representations in RNN-T. CoRR Chao Zhang, Bo Li, Zhiyun Lu, Tara N. Sainath, Shuo-Yiin Chang
2022	A	`conf`	Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification. INTERSPEECH Chao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Sepand Mavandadi, Shuo-Yiin Chang, Parisa Haghani
2022	J	`jnl`	Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification. CoRR Chao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Sepand Mavandadi, Shuo-Yiin Chang, Parisa Haghani
2022	A	`conf`	Streaming Intended Query Detection using E2E Modeling for Continued Conversation. INTERSPEECH Shuo-Yiin Chang, Guru Prakash, Zelin Wu, Tara N. Sainath, Bo Li, Qiao Liang, Adam Stambler, Shyam Upadhyay, Manaal Faruqui, Trevor Strohman
2022	J	`jnl`	Streaming Intended Query Detection using E2E Modeling for Continued Conversation. CoRR Shuo-Yiin Chang, Guru Prakash, Zelin Wu, Qiao Liang, Tara N. Sainath, Bo Li, Adam Stambler, Shyam Upadhyay, Manaal Faruqui, Trevor Strohman
2022	A	`conf`	Turn-Taking Prediction for Natural Conversational Speech. INTERSPEECH Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Trevor Strohman, Qiao Liang, Yanzhang He
2022	J	`jnl`	Turn-Taking Prediction for Natural Conversational Speech. CoRR Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Trevor Strohman, Qiao Liang, Yanzhang He
2022	—	`conf`	Unified End-to-End Speech Recognition and Endpointing for Fast and Efficient Speech Systems. SLT Shaan Bijwadia, Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Yanzhang He
2022	J	`jnl`	Unified End-to-End Speech Recognition and Endpointing for Fast and Efficient Speech Systems. CoRR Shaan Bijwadia, Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Yanzhang He
2021	Misc	`conf`	A Better and Faster end-to-end Model for Streaming ASR. ICASSP 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
2021	A	`conf`	An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling. Interspeech Tara N. Sainath, Yanzhang He, Arun Narayanan, Rami Botros, Ruoming Pang, David Rybach, Cyril Allauzen, Ehsan Variani, James Qin, Quoc-Nam Le-The, Shuo-Yiin Chang, Bo Li, Anmol Gulati, Jiahui Yu, Chung-Cheng Chiu, Diamantino Caseiro, Wei Li, Qiao Liang, Pat Rondon
2021	Misc	`conf`	FastEmit: Low-Latency Streaming ASR with Sequence-Level Emission Regularization. ICASSP 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
2020	J	`jnl`	A Better and Faster End-to-End Model for Streaming ASR. CoRR 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
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`	FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization. CoRR 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
2020	A	`conf`	Low Latency Speech Recognition Using End-to-End Prefetching. INTERSPEECH Shuo-Yiin Chang, Bo Li, David Rybach, Yanzhang He, Wei Li, Tara N. Sainath, Trevor Strohman
2020	—	`conf`	Personal VAD: Speaker-Conditioned Voice Activity Detection. Odyssey Shaojin Ding, Quan Wang, Shuo-Yiin Chang, Li Wan, Ignacio López-Moreno
2020	Misc	`conf`	Towards Fast and Accurate Streaming End-To-End ASR. ICASSP Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Ruoming Pang, Yanzhang He, Trevor Strohman, Yonghui Wu
2019	C	`conf`	A Unified Endpointer Using Multitask and Multidomain Training. ASRU Shuo-Yiin Chang, Bo Li, Gabor Simko
2019	J	`jnl`	Deep Learning for Audio Signal Processing. CoRR Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, Tara N. Sainath
2019	J	`jnl`	Deep Learning for Audio Signal Processing. IEEE J. Sel. Top. Signal Process. Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, Tara N. Sainath
2019	Misc	`conf`	Joint Endpointing and Decoding with End-to-end Models. ICASSP Shuo-Yiin Chang, Rohit Prabhavalkar, Yanzhang He, Tara N. Sainath, Gabor Simko
2019	J	`jnl`	On Neural Phone Recognition of Mixed-Source ECoG Signals. CoRR Ahmed Hussen Abdelaziz, Shuo-Yiin Chang, Nelson Morgan, Erik Edwards, Dorothea Kolossa, Dan Ellis, David A. Moses, Edward F. Chang
2019	J	`jnl`	Personal VAD: Speaker-Conditioned Voice Activity Detection. CoRR Shaojin Ding, Quan Wang, Shuo-Yiin Chang, Li Wan, Ignacio López-Moreno
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
2018	Misc	`conf`	Temporal Modeling Using Dilated Convolution and Gating for Voice-Activity-Detection. ICASSP Shuo-Yiin Chang, Bo Li, Gabor Simko, Tara N. Sainath, Anshuman Tripathi, Aäron van den Oord, Oriol Vinyals
2017	A	`conf`	Endpoint Detection Using Grid Long Short-Term Memory Networks for Streaming Speech Recognition. INTERSPEECH Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Gabor Simko, Carolina Parada
2017	A	`conf`	Improved End-of-Query Detection for Streaming Speech Recognition. INTERSPEECH Matt Shannon, Gabor Simko, Shuo-Yiin Chang, Carolina Parada
2016	—	`—`	Feature Design for Robust Speech Recognition: Nurture and Nature. Shuo-Yiin Chang
2015	Misc	`conf`	On the importance of modeling and robustness for deep neural network feature. ICASSP Shuo-Yiin Chang, Steven Wegmann
2014	A	`conf`	Robust CNN-based speech recognition with Gabor filter kernels. INTERSPEECH Shuo-Yiin Chang, Nelson Morgan
2013	A	`conf`	Informative spectro-temporal bottleneck features for noise-robust speech recognition. INTERSPEECH Shuo-Yiin Chang, Nelson Morgan
2013	Misc	`conf`	Spectro-temporal features for noise-robust speech recognition using power-law nonlinearity and power-bias subtraction. ICASSP Shuo-Yiin Chang, Bernd T. Meyer, Nelson Morgan
2013	Misc	`conf`	The blame game in meeting room ASR: An analysis of feature versus model errors in noisy and mismatched conditions. ICASSP Sree Hari Krishnan Parthasarathi, Shuo-Yiin Chang, Jordan Cohen, Nelson Morgan, Steven Wegmann
2009	Misc	`conf`	Improved clustered hierarchical tandem system with bottom-up processing. ICASSP Shuo-Yiin Chang, Lin-Shan Lee
2008	A	`conf`	Data-driven clustered hierarchical tandem system for LVCSR. INTERSPEECH Shuo-Yiin Chang, Lin-Shan Lee