Deep learning framework for subject-independent emotion detection using wireless signals

no code implementations • 8 Jun 2020 • Ahsan Noor Khan, Achintha Avin Ihalage, Yihan Ma, Baiyang Liu, Yujie Liu, Yang Hao

We have compared our results with those obtained from five different classical ML algorithms and it is established that deep learning offers a superior performance even with limited amount of raw RF and post processed time-sequence data.

Towards end-to-end spoken language understanding

1 code implementation • 23 Feb 2018 • Dmitriy Serdyuk, Yongqiang Wang, Christian Fuegen, Anuj Kumar, Baiyang Liu, Yoshua Bengio

Spoken language understanding system is traditionally designed as a pipeline of a number of components.

Natural Language Understanding Spoken Language Understanding