1 code implementation • 7 Oct 2024 • Dianzhi Yu, Xinni Zhang, Yankai Chen, Aiwei Liu, Yifei Zhang, Philip S. Yu, Irwin King
Continual learning (CL) aims to empower machine learning models to learn continually from new data, while building upon previously acquired knowledge without forgetting.
no code implementations • 1 Oct 2024 • Wenqian Cui, Dianzhi Yu, Xiaoqi Jiao, Ziqiao Meng, Guangyan Zhang, Qichao Wang, Yiwen Guo, Irwin King
To address these issues, Speech Language Models (SpeechLMs) -- end-to-end models that generate speech without converting from text -- have emerged as a promising alternative.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +3
2 code implementations • 20 Mar 2024 • Yijian Lu, Aiwei Liu, Dianzhi Yu, Jingjing Li, Irwin King
From the experiments, we demonstrate that our EWD can achieve better detection performance in low-entropy scenarios, and our method is also general and can be applied to texts with different entropy distributions.