54 citations · 63 across the 6 of their papers we have counts for
6 papers
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…
Speech Enhancement using Separable Polling Attention and Global Layer Normalization followed with PReLU
Dengfeng Ke, Jinsong Zhang, Yanlu Xie +2
Single channel speech enhancement is a challenging task in speech community. Recently, various neural networks based methods have been applied to speech enhancement. Among these mo…
Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack Detection
Yongqiang Dou, Haocheng Yang, Maolin Yang +2
It becomes urgent to design effective anti-spoofing algorithms for vulnerable automatic speaker verification systems due to the advancement of high-quality playback devices. Curren…
Complementary Fusion of Multi-Features and Multi-Modalities in Sentiment Analysis
Feiyang Chen, Ziqian Luo, Yanyan Xu +1
Sentiment analysis, mostly based on text, has been rapidly developing in the last decade and has attracted widespread attention in both academia and industry. However, the informat…
Trainable back-propagated functional transfer matrices
Cheng-Hao Cai, Yanyan Xu, Dengfeng Ke +2
Connections between nodes of fully connected neural networks are usually represented by weight matrices. In this article, functional transfer matrices are introduced as alternative…
Learning of Human-like Algebraic Reasoning Using Deep Feedforward Neural Networks
Cheng-Hao Cai, Dengfeng Ke, Yanyan Xu +1
There is a wide gap between symbolic reasoning and deep learning. In this research, we explore the possibility of using deep learning to improve symbolic reasoning. Briefly, in a r…