Dongseong Hwang

According to our database, Dongseong Hwang authored at least 20 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

FAdam: Adam is a natural gradient optimizer using diagonal empirical Fisher information.

Dongseong Hwang

CoRR, 2024

TransformerFAM: Feedback attention is working memory.

Dongseong Hwang, Weiran Wang, Zhuoyuan Huo, Khe Chai Sim, Pedro Moreno Mengibar

CoRR, 2024

Massive End-to-end Speech Recognition Models with Time Reduction.

Weiran Wang, Rohit Prabhavalkar, Haozhe Shan, Zhong Meng, Dongseong Hwang, Qiujia Li, Khe Chai Sim, Bo Li, James Qin, Xingyu Cai, Adam Stooke, Chengjian Zheng, Yanzhang He, Tara N. Sainath, Pedro Moreno Mengibar

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Extreme Encoder Output Frame Rate Reduction: Improving Computational Latencies of Large End-to-End Models.

Rohit Prabhavalkar, Zhong Meng, Weiran Wang, Adam Stooke, Xingyu Cai, Yanzhang He, Arun Narayanan, Dongseong Hwang, Tara N. Sainath, Pedro J. Moreno

Proceedings of the IEEE International Conference on Acoustics, 2024

Improving Speech Recognition for African American English with Audio Classification.

Shefali Garg, Zhouyuan Huo, Khe Chai Sim, Suzan Schwartz, Mason Chua, Alëna Aksënova, Tsendsuren Munkhdalai, Levi King, Darryl Wright, Zion Mengesha, Dongseong Hwang, Tara N. Sainath, Françoise Beaufays, Pedro Moreno Mengibar

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Massive End-to-end Models for Short Search Queries.

Weiran Wang, Rohit Prabhavalkar, Dongseong Hwang, Qiujia Li, Khe Chai Sim, Bo Li, James Qin, Xingyu Cai, Adam Stooke, Zhong Meng, CJ Zheng, Yanzhang He, Tara N. Sainath, Pedro Moreno Mengibar

CoRR, 2023

Edit Distance based RL for RNNT decoding.

Dongseong Hwang, Changwan Ryu, Khe Chai Sim

CoRR, 2023

Modular Domain Adaptation for Conformer-Based Streaming ASR.

Qiujia Li, Bo Li, Dongseong Hwang, Tara N. Sainath, Pedro Moreno Mengibar

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Re-investigating the Efficient Transfer Learning of Speech Foundation Model using Feature Fusion Methods.

Zhouyuan Huo, Khe Chai Sim, Dongseong Hwang, Tsendsuren Munkhdalai, Tara N. Sainath, Pedro Moreno Mengibar

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Revisiting the Entropy Semiring for Neural Speech Recognition.

Oscar Chang, Dongseong Hwang, Olivier Siohan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Efficient Domain Adaptation for Speech Foundation Models.

Bo Li, Dongseong Hwang, Zhouyuan Huo, Junwen Bai, Guru Prakash, Tara N. Sainath, Khe Chai Sim, Yu Zhang, Wei Han, Trevor Strohman, Françoise Beaufays

Proceedings of the IEEE International Conference on Acoustics, 2023

Comparison of Soft and Hard Target RNN-T Distillation for Large-Scale ASR.

Dongseong Hwang, Khe Chai Sim, Yu Zhang, Trevor Strohman

Proceedings of the IEEE International Conference on Acoustics, 2023

Resource-Efficient Transfer Learning from Speech Foundation Model Using Hierarchical Feature Fusion.

Zhouyuan Huo, Khe Chai Sim, Bo Li, Dongseong Hwang, Tara N. Sainath, Trevor Strohman

Proceedings of the IEEE International Conference on Acoustics, 2023

Efficient Cascaded Streaming ASR System Via Frame Rate Reduction.

Xingyu Cai, David Qiu, Shaojin Ding, Dongseong Hwang, Weiran Wang, Antoine Bruguier, Rohit Prabhavalkar, Tara N. Sainath, Yanzhang He

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Pseudo Label Is Better Than Human Label.

Dongseong Hwang, Khe Chai Sim, Zhouyuan Huo, Trevor Strohman

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device.

Zhouyuan Huo, Dongseong Hwang, Khe Chai Sim, Shefali Garg, Ananya Misra, Nikhil Siddhartha, Trevor Strohman, Françoise Beaufays

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes.

Shaojin Ding, Weiran Wang, Ding Zhao, Tara N. Sainath, Yanzhang He, Robert David, Rami Botros, Xin Wang, Rina Panigrahy, Qiao Liang, Dongseong Hwang, Ian McGraw, Rohit Prabhavalkar, Trevor Strohman

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Large-Scale ASR Domain Adaptation Using Self- and Semi-Supervised Learning.

Dongseong Hwang, Ananya Misra, Zhouyuan Huo, Nikhil Siddhartha, Shefali Garg, David Qiu, Khe Chai Sim, Trevor Strohman, Françoise Beaufays, Yanzhang He

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Incremental Layer-wise Self-Supervised Learning for Efficient Speech Domain Adaptation On Device.

Zhouyuan Huo, Dongseong Hwang, Khe Chai Sim, Shefali Garg, Ananya Misra, Nikhil Siddhartha, Trevor Strohman, Françoise Beaufays

CoRR, 2021

A Comparison of Supervised and Unsupervised Pre-Training of End-to-End Models.

Ananya Misra, Dongseong Hwang, Zhouyuan Huo, Shefali Garg, Nikhil Siddhartha, Arun Narayanan, Khe Chai Sim

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021