no code implementations • 20 Mar 2024 • Yu Xi, Hao Li, Baochen Yang, Haoyu Li, Hainan Xu, Kai Yu
Designing an efficient keyword spotting (KWS) system that delivers exceptional performance on resource-constrained edge devices has long been a subject of significant attention.
no code implementations • 12 Jan 2024 • Yu Xi, Baochen Yang, Hao Li, Jiaqi Guo, Kai Yu
Furthermore, experiments on the continuous speech dataset LibriSpeech demonstrate that, by incorporating audio discrimination, CLAD achieves significant performance gain over CL without audio discrimination.
no code implementations • 23 Jun 2022 • Zunming Chen, Hongyan Cui, Ensen Wu, Yu Xi
To solve the problem, this paper proposes a novel efficient adaptive federated optimization (EAFO) algorithm to improve efficiency of FL, which minimizes the learning error via jointly considering two variables including local update and parameter compression and enables FL to adaptively adjust the two variables and balance trade-offs among computation, communication and precision.