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- Tsinghua UniversityCN9 papers
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5 papers · 1 filter
Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks
Zhehao Zhao, Bo Yang, Ge Li +2
Deep learning is being used extensively in a variety of software engineering tasks, e.g., program classification and defect prediction. Although the technique eliminates the requir…
Explaining the Attention Mechanism of End-to-End Speech Recognition Using Decision Trees
Yuanchao Wang, Wenji Du, Chenghao Cai +1
The attention mechanism has largely improved the performance of end-to-end speech recognition systems. However, the underlying behaviours of attention is not yet clearer. In this s…
An Empirical Study on End-to-End Singing Voice Synthesis with Encoder-Decoder Architectures
Dengfeng Ke, Yuxing Lu, Xudong Liu +3
With the rapid development of neural network architectures and speech processing models, singing voice synthesis with neural networks is becoming the cutting-edge technique of digi…
Tame quivers and affine bases I: a Hall algebra approach to the canonical bases
Jie Xiao, Han Xu, Minghui Zhao
For quantum group of affine type, Lusztig gave an explicit construction of the affine canonical basis by simple perverse sheaves. In this paper, we construct a bar-invariant basis…
Distributional Properties of Nearest-Site Angular Distances on the Sphere
Hongjun Li, Jiatong Sui, Shengpeng Mu +1
Nearest-site distances arise in many applications involving spherical or directional domains, including global geospatial analysis, wireless communications, spherical clustering, a…