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Dongseong Hwang
Dongseong Hwang
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Large-scale asr domain adaptation using self-and semi-supervised learning
D Hwang, A Misra, Z Huo, N Siddhartha, S Garg, D Qiu, KC Sim, ...
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
382022
Pseudo label is better than human label
D Hwang, KC Sim, Z Huo, T Strohman
INTERSPEECH 2022, 2022
262022
A Comparison of Supervised and Unsupervised Pre-Training of End-to-End Models
A Misra, D Hwang, Z Huo, S Garg, N Siddhartha, A Narayanan, KC Sim
Proc. Interspeech 2021, 731-735, 2021
212021
Efficient domain adaptation for speech foundation models
B Li, D Hwang, Z Huo, J Bai, G Prakash, TN Sainath, KC Sim, Y Zhang, ...
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
152023
A unified cascaded encoder asr model for dynamic model sizes
S Ding, W Wang, D Zhao, TN Sainath, Y He, R David, R Botros, X Wang, ...
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2022
122022
Incremental layer-wise self-supervised learning for efficient speech domain adaptation on device
Z Huo, D Hwang, KC Sim, S Garg, A Misra, N Siddhartha, T Strohman, ...
INTERSPEECH 2022, 2021
82021
Comparison of soft and hard target rnn-t distillation for large-scale asr
D Hwang, KC Sim, Y Zhang, T Strohman
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
62023
Modular domain adaptation for conformer-based streaming asr
Q Li, B Li, D Hwang, TN Sainath, PM Mengibar
INTERSPEECH 2023, 2023
62023
Batch rendering method for 2d vector graphics path using gpu
D Hwang, K Chang-Hun
US Patent App. 14/397,303, 2015
52015
Resource-efficient transfer learning from speech foundation model using hierarchical feature fusion
Z Huo, KC Sim, B Li, D Hwang, TN Sainath, T Strohman
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
32023
Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device.
Z Huo, D Hwang, KC Sim, S Garg, A Misra, N Siddhartha, T Strohman, ...
Interspeech, 4845-4849, 2022
32022
Efficient Cascaded Streaming ASR System Via Frame Rate Reduction
X Cai, D Qiu, S Ding, D Hwang, WWA Bruguier, R Prabhavalkar, ...
2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-8, 2023
12023
Revisiting the Entropy Semiring for Neural Speech Recognition
O Chang, D Hwang, O Siohan
ICLR 2023, 2023
12023
Massive End-to-end Models for Short Search Queries
W Wang, R Prabhavalkar, D Hwang, Q Li, KC Sim, B Li, J Qin, X Cai, ...
CoRR abs/2309.12963, 2023
12023
TransformerFAM: Feedback attention is working memory
D Hwang, W Wang, Z Huo, KC Sim, PM Mengibar
arXiv preprint arXiv:2404.09173, 2024
2024
Improving Speech Recognition for African American English with Audio Classification
S Garg, Z Huo, KC Sim, S Schwartz, M Chua, A Aksënova, T Munkhdalai, ...
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Extreme Encoder Output Frame Rate Reduction: Improving Computational Latencies of Large End-to-End Models
R Prabhavalkar, Z Meng, W Wang, A Stooke, X Cai, Y He, A Narayanan, ...
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Unified Cascaded Encoder ASR model for Dynamic Model Sizes
S Ding, Y He, X Wang, W Wang, T Strohman, TN Sainath, ...
US Patent App. 18/182,925, 2023
2023
Edit Distance based RL for RNNT decoding
D Hwang, C Ryu, KC Sim
arXiv preprint arXiv:2306.01789, 2023
2023
Large-scale ASR Domain Adaptation by Self-and Semi-supervised Learning
A Misra, D Hwang, F Beaufays, KC Sim, T Strohman, Y He, Z Huo, S Garg, ...
ICASSP 2022, 2022
2022
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