Explaining the Attention Mechanism of End-to-End Speech Recognition Using Decision Trees

no code implementations • 8 Oct 2021 • Yuanchao Wang, Wenji Du, ChengHao Cai, Yanyan Xu

The attention mechanism has largely improved the performance of end-to-end speech recognition systems.

speech-recognition Speech Recognition

SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis

no code implementations • 3 Aug 2021 • Naili Xing, Sai Ho Yeung, ChengHao Cai, Teck Khim Ng, Wei Wang, Kaiyuan Yang, Nan Yang, Meihui Zhang, Gang Chen, Beng Chin Ooi

Specifically, in terms of usability, it is demanding for non-experts to implement deep learning models, obtain the right settings for the entire machine learning pipeline, manage models and datasets, and exploit external data sources all together.

Image Classification