AttentionMixer: An Accurate and Interpretable Framework for Process Monitoring

no code implementations • 21 Feb 2023 • Hao Wang, Zhiyu Wang, Yunlong Niu, Zhaoran Liu, Haozhe Li, Yilin Liao, Yuxin Huang, Xinggao Liu

An accurate and explainable automatic monitoring system is critical for the safety of high efficiency energy conversion plants that operate under extreme working condition.

Towards Relation Extraction From Speech

1 code implementation • 17 Oct 2022 • Tongtong Wu, Guitao Wang, Jinming Zhao, Zhaoran Liu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari

We explore speech relation extraction via two approaches: the pipeline approach conducting text-based extraction with a pretrained ASR module, and the end2end approach via a new proposed encoder-decoder model, or what we called SpeechRE.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Analyze and Design Network Architectures by Recursion Formulas

no code implementations • 18 Aug 2021 • Yilin Liao, Hao Wang, Zhaoran Liu, Haozhe Li, Xinggao Liu

The effectiveness of shortcut/skip-connection has been widely verified, which inspires massive explorations on neural architecture design.