ICASSP · 2024 · Conference paper

HDMoLE: Mixture of LoRA Experts with Hierarchical Routing and Dynamic Thresholds for Fine-Tuning LLM-based ASR Models

Bing-Shen Mu, Kun Wei, Qi-Jie Shao, Yong Xu, Lei Xie

Published in
IEEE International Conference on Acoustics, Speech, and Signal Processing
Date
2024-09-30
Citations
22
arXiv
2409.19878
Cite
@inproceedings{mu2024hdmole,
  title = {HDMoLE: Mixture of LoRA Experts with Hierarchical Routing and Dynamic Thresholds for Fine-Tuning LLM-based ASR Models},
  author = {Bing-Shen Mu and Kun Wei and Qi-Jie Shao and Yong Xu and Lei Xie},
  year = {2024},
  booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing},
  eprint = {2409.19878},
  archivePrefix = {arXiv},
  doi = {10.1109/ICASSP49660.2025.10888133},
  url = {https://arxiv.org/abs/2409.19878},
}