Large-scale Transfer Learning for Low-resource Spoken Language Understanding

no code implementations • 13 Aug 2020 • Xueli Jia, Jianzong Wang, Zhiyong Zhang, Ning Cheng, Jing Xiao

However, the increased complexity of a model can also introduce high risk of over-fitting, which is a major challenge in SLU tasks due to the limitation of available data.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

A Comparison of Label-Synchronous and Frame-Synchronous End-to-End Models for Speech Recognition

no code implementations • 20 May 2020 • Linhao Dong, Cheng Yi, Jianzong Wang, Shiyu Zhou, Shuang Xu, Xueli Jia, Bo Xu

End-to-end models are gaining wider attention in the field of automatic speech recognition (ASR).

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1