12 citations · 51 across the 25 of their papers we have counts for
4 papers · 1 filter
Resource-Efficient Transfer Learning From Speech Foundation Model Using Hierarchical Feature Fusion
Zhouyuan Huo, Khe Chai Sim, Bo Li +3
Self-supervised pre-training of a speech foundation model, followed by supervised fine-tuning, has shown impressive quality improvements on automatic speech recognition (ASR) tasks…
Comparison of Soft and Hard Target RNN-T Distillation for Large-scale ASR
Dongseong Hwang, Khe Chai Sim, Yu Zhang +1
Knowledge distillation is an effective machine learning technique to transfer knowledge from a teacher model to a smaller student model, especially with unlabeled data. In this pap…
Kähler-Einstein metrics on smooth Fano toroidal symmetric varieties of type AIII
Kyusik Hong, DongSeon Hwang, Kyeong-Dong Park
The wonderful compactification of a symmetric homogeneous space of type AIII for each is Fano, and its blowup along the unique closed orbit is Fano if…
Pseudo Label Is Better Than Human Label
Dongseong Hwang, Khe Chai Sim, Zhouyuan Huo +1
State-of-the-art automatic speech recognition (ASR) systems are trained with tens of thousands of hours of labeled speech data. Human transcription is expensive and time consuming.…