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PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Driven Adaptive Prior


Jun 11, 2021
Sang-gil Lee, Heeseung Kim, Chaehun Shin, Xu Tan, Chang Liu, Qi Meng, Tao Qin, Wei Chen, Sungroh Yoon, Tie-Yan Liu

* 16 pages, 5 figures, 7 tables. Audio samples: https://speechresearch.github.io/priorgrad/ 

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MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training


Jun 10, 2021
Mingliang Zeng, Xu Tan, Rui Wang, Zeqian Ju, Tao Qin, Tie-Yan Liu

* Accepted by ACL 2021 Findings 

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FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition


Jun 03, 2021
Yichong Leng, Xu Tan, Linchen Zhu, Jin Xu, Renqian Luo, Linquan Liu, Tao Qin, Xiang-Yang Li, Ed Lin, Tie-Yan Liu


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NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture Search


May 30, 2021
Jin Xu, Xu Tan, Renqian Luo, Kaitao Song, Jian Li, Tao Qin, Tie-Yan Liu

* Accepted by KDD 2021 

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AdaSpeech 2: Adaptive Text to Speech with Untranscribed Data


Apr 20, 2021
Yuzi Yan, Xu Tan, Bohan Li, Tao Qin, Sheng Zhao, Yuan Shen, Tie-Yan Liu

* Accepted by ICASSP 2021 

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Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching


Apr 16, 2021
Wenxin Hou, Jindong Wang, Xu Tan, Tao Qin, Takahiro Shinozaki

* submitted to INTERSPEECH 2021; code available at https://github.com/jindongwang/transferlearning/tree/master/code/ASR/CMatch 

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Improving Long-Tailed Classification from Instance Level


Apr 13, 2021
Yan Zhao, Weicong Chen, Xu Tan, Kai Huang, Jin Xu, Changhu Wang, Jihong Zhu


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Libri-adhoc40: A dataset collected from synchronized ad-hoc microphone arrays


Apr 07, 2021
Shanzheng Guan, Shupei Liu, Junqi Chen, Wenbo Zhu, Shengqiang Li, Xu Tan, Ziye Yang, Menglong Xu, Yijiang Chen, Jianyu Wang, Xiao-Lei Zhang


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AdaSpeech: Adaptive Text to Speech for Custom Voice


Mar 01, 2021
Mingjian Chen, Xu Tan, Bohan Li, Yanqing Liu, Tao Qin, Sheng Zhao, Tie-Yan Liu

* Accepted by ICLR 2021 

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MBNet: MOS Prediction for Synthesized Speech with Mean-Bias Network


Feb 27, 2021
Yichong Leng, Xu Tan, Sheng Zhao, Frank Soong, Xiang-Yang Li, Tao Qin

* Accepted by ICASSP 2021 

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MixSpeech: Data Augmentation for Low-resource Automatic Speech Recognition


Feb 25, 2021
Linghui Meng, Jin Xu, Xu Tan, Jindong Wang, Tao Qin, Bo Xu

* To appear at ICASSP 2021 

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BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction


Feb 10, 2021
Yuhang Li, Ruihao Gong, Xu Tan, Yang Yang, Peng Hu, Qi Zhang, Fengwei Yu, Wei Wang, Shi Gu


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LightSpeech: Lightweight and Fast Text to Speech with Neural Architecture Search


Feb 08, 2021
Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Jinzhu Li, Sheng Zhao, Enhong Chen, Tie-Yan Liu

* Accepted to ICASSP 21 

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SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint


Dec 09, 2020
Zhonghao Sheng, Kaitao Song, Xu Tan, Yi Ren, Wei Ye, Shikun Zhang, Tao Qin


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Speech enhancement aided end-to-end multi-task learning for voice activity detection


Oct 23, 2020
Xu Tan, Xiao-Lei Zhang


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HiFiSinger: Towards High-Fidelity Neural Singing Voice Synthesis


Sep 03, 2020
Jiawei Chen, Xu Tan, Jian Luan, Tao Qin, Tie-Yan Liu


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PopMAG: Pop Music Accompaniment Generation


Aug 18, 2020
Yi Ren, Jinzheng He, Xu Tan, Tao Qin, Zhou Zhao, Tie-Yan Liu

* Accepted by ACM-MM 2020 

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LRSpeech: Extremely Low-Resource Speech Synthesis and Recognition


Aug 09, 2020
Jin Xu, Xu Tan, Yi Ren, Tao Qin, Jian Li, Sheng Zhao, Tie-Yan Liu

* KDD 2020 

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Neural Machine Translation with Error Correction


Jul 21, 2020
Kaitao Song, Xu Tan, Jianfeng Lu

* Accepted by IJCAI 2020 

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Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation


Jul 17, 2020
Jinglin Liu, Yi Ren, Xu Tan, Chen Zhang, Tao Qin, Zhou Zhao, Tie-Yan Liu

* Accepted at IJCAI 2020 Main Track. Sole copyright holder is IJCAI 

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DeepSinger: Singing Voice Synthesis with Data Mined From the Web


Jul 15, 2020
Yi Ren, Xu Tan, Tao Qin, Jian Luan, Zhou Zhao, Tie-Yan Liu

* Accepted by KDD2020 research track 

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Neural Architecture Search with GBDT


Jul 09, 2020
Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Enhong Chen, Tie-Yan Liu

* Code is available at https://github.com/renqianluo/GBDT-NAS 

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FastSpeech 2: Fast and High-Quality End-to-End Text to Speech


Jun 22, 2020
Yi Ren, Chenxu Hu, Xu Tan, Tao Qin, Sheng Zhao, Zhou Zhao, Tie-Yan Liu


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UWSpeech: Speech to Speech Translation for Unwritten Languages


Jun 14, 2020
Chen Zhang, Xu Tan, Yi Ren, Tao Qin, Kejun Zhang, Tie-Yan Liu


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XiaoiceSing: A High-Quality and Integrated Singing Voice Synthesis System


Jun 11, 2020
Peiling Lu, Jie Wu, Jian Luan, Xu Tan, Li Zhou


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