12 citations · 30 across the 9 of their papers we have counts for
3 papers · 1 filter
TransformerFAM: Feedback attention is working memory
Dongseong Hwang, Weiran Wang, Zhuoyuan Huo +2
While Transformers have revolutionized deep learning, their quadratic attention complexity hinders their ability to process infinitely long inputs. We propose Feedback Attention Me…
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…