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nnSpeech: Speaker-Guided Conditional Variational Autoencoder for Zero-Shot Multi-speaker text-to-speech
Multi-speaker text-to-speech (TTS) using a few adaption data is a challenge in practical applications. To address that, we propose a …
Botao Zhao
,
Xulong Zhang
,
Jianzong Wang
,
Ning Cheng
,
Jing Xiao
Cite
arXiv
IEEE
Self-Attention for Incomplete Utterance Rewriting
Incomplete utterance rewriting (IUR) has recently become an essential task in NLP, aiming to complement the incomplete utterance with …
Yong Zhang
,
Zhitao Li
,
Jianzong Wang
,
Ning Cheng
,
Jing Xiao
Cite
arXiv
IEEE
A Fair Federated Learning Framework With Reinforcement Learning
Federated learning (FL) is a paradigm where many clients collaboratively train a model under the coordination of a central server, …
Yaqi Sun
,
Shijing Si
,
Jianzong Wang
,
Yuhan Dong
,
Zhitao Zhu
,
Jing Xiao
Cite
arXiv
IEEE
A Nearest Neighbor Under-sampling Strategy for Vertical Federated Learning in Financial Domain
Machine learning techniques have been widely applied in modern financial activities. Participants in the field are aware of the …
Denghao Li
,
Jianzong Wang
,
Lingwei Kong
,
Shijing Si
,
Zhangcheng Huang
,
Chenyu Huang
,
Jing Xiao
Cite
ACM
A Privacy-Preserving Subgraph-Level Federated Graph Neural Network via Differential Privacy
Currently, the federated graph neural network (GNN) has attracted a lot of attention due to its wide applications in reality without …
Yeqing Qiu
,
Chenyu Huang
,
Jianzong Wang
,
Zhangcheng Huang
,
Jing Xiao
Cite
arXiv
Springer
Adaptive Few-Shot Learning Algorithm for Rare Sound Event Detection
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Chendong Zhao
,
Jianzong Wang
,
Leilai Li
,
Xiaoyang Qu
,
Jing Xiao
Cite
Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition
The Transformer architecture model, based on self-attention and multi-head attention, has achieved remarkable success in offline …
Chendong Zhao
,
Jianzong Wang
,
Wenqi Wei
,
Xiaoyang Qu
,
Haoqian Wang
,
Jing Xiao
Cite
arXiv
IEEE
Augmentation-induced Consistency Regularization for Classification
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Jianhan Wu
,
Shijing Si
,
Jianzong Wang
,
Jing Xiao
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Blur the Linguistic Boundary: Interpreting Chinese Buddhist Sutra in English via Neural Machine Translation
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Denghao Li
,
Yuqiao Zeng
,
Jianzong Wang
,
Lingwei Kong
,
Zhangcheng Huang
,
Ning Cheng
,
Xiaoyang Qu
,
Jing Xiao
Cite
Cali3F: Calibrated Fast Fair Federated Recommendation System
The increasingly stringent regulations on privacy protection have sparked interest in federated learning. As a distributed machine …
Zhitao Zhu
,
Shijing Si
,
Jianzong Wang
,
Jing Xiao
Cite
arXiv
IEEE
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