Search Results for author: Siyuan Zhao

Found 4 papers, 0 papers with code

Audio is all in one: speech-driven gesture synthetics using WavLM pre-trained model

no code implementations11 Aug 2023 Fan Zhang, Naye Ji, Fuxing Gao, Siyuan Zhao, Zhaohan Wang, Shunman Li

Firstly, considering that speech audio not only contains acoustic and semantic features but also conveys personality traits, emotions, and more subtle information related to accompanying gestures, we pioneer the adaptation of WavLM, a large-scale pre-trained model, to extract low-level and high-level audio information.

Gesture Generation

Towards Accurate Deceptive Opinion Spam Detection based on Word Order-preserving CNN

no code implementations25 Nov 2017 Siyuan Zhao, Zhiwei Xu, Limin Liu, Mengjie Guo

In order to effectively identify deceptive opinions, we need to comprehensively study the characteristics of deceptive opinions, and explore novel characteristics besides the textual semantics and emotional polarity that have been widely used in text analysis.

Spam detection text-classification +1

Condensed Memory Networks for Clinical Diagnostic Inferencing

no code implementations6 Dec 2016 Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri

We introduce condensed memory neural networks (C-MemNNs), a novel model with iterative condensation of memory representations that preserves the hierarchy of features in the memory.

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