Search Results for author: Jinghui Xie

Found 3 papers, 0 papers with code

Speech2Slot: An End-to-End Knowledge-based Slot Filling from Speech

no code implementations10 May 2021 Pengwei Wang, Xin Ye, Xiaohuan Zhou, Jinghui Xie, Hao Wang

In contrast to conventional pipeline Spoken Language Understanding (SLU) which consists of automatic speech recognition (ASR) and natural language understanding (NLU), end-to-end SLU infers the semantic meaning directly from speech and overcomes the error propagation caused by ASR.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +8

Understanding Semantics from Speech Through Pre-training

no code implementations24 Sep 2019 Pengwei Wang, Liang-Chen Wei, Yong Cao, Jinghui Xie, Yuji Cao, Zaiqing Nie

End-to-end Spoken Language Understanding (SLU) is proposed to infer the semantic meaning directly from audio features without intermediate text representation.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4

Quantifying Context Overlap for Training Word Embeddings

no code implementations EMNLP 2018 Yimeng Zhuang, Jinghui Xie, Yinhe Zheng, Xuan Zhu

Most models for learning word embeddings are trained based on the context information of words, more precisely first order co-occurrence relations.

Dimensionality Reduction Language Modelling +3

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