2 citations · 4 across the 4 of their papers we have counts for
4 papers
Multi-Agent Deep Research: Training Multi-Agent Systems with M-GRPO
Haoyang Hong, Jiajun Yin, Yuan Wang +14
Multi-agent systems perform well on general reasoning tasks. However, the lack of training in specialized areas hinders their accuracy. Current training methods train a unified lar…
Differentiable Search for Finding Optimal Quantization Strategy
Lianqiang Li, Chenqian Yan, Yefei Chen
To accelerate and compress deep neural networks (DNNs), many network quantization algorithms have been proposed. Although the quantization strategy of any algorithm from the state-…
End-to-End Speaker-Dependent Voice Activity Detection
Yefei Chen, Shuai Wang, Yanmin Qian +1
Voice activity detection (VAD) is an essential pre-processing step for tasks such as automatic speech recognition (ASR) and speaker recognition. A basic goal is to remove silent se…
Voice activity detection in the wild via weakly supervised sound event detection
Heinrich Dinkel, Yefei Chen, Mengyue Wu +1
Traditional supervised voice activity detection (VAD) methods work well in clean and controlled scenarios, with performance severely degrading in real-world applications. One possi…