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TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method


Sep 20, 2021
Zeqian Ju, Peiling Lu, Xu Tan, Rui Wang, Chen Zhang, Songruoyao Wu, Kejun Zhang, Xiangyang Li, Tao Qin, Tie-Yan Liu


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PDAugment: Data Augmentation by Pitch and Duration Adjustments for Automatic Lyrics Transcription


Sep 17, 2021
Chen Zhang, Jiaxing Yu, LuChin Chang, Xu Tan, Jiawei Chen, Tao Qin, Kejun Zhang

* 7 pages 

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Analyzing and Mitigating Interference in Neural Architecture Search


Aug 29, 2021
Jin Xu, Xu Tan, Kaitao Song, Renqian Luo, Yichong Leng, Tao Qin, Tie-Yan Liu, Jian Li


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AdaRNN: Adaptive Learning and Forecasting of Time Series


Aug 11, 2021
Yuntao Du, Jindong Wang, Wenjie Feng, Sinno Pan, Tao Qin, Renjun Xu, Chongjun Wang

* Accepted by CIKM 2021 as a full paper; 10 pages; code at: https://github.com/jindongwang/transferlearning/tree/master/code/deep/adarnn 

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On the Generative Utility of Cyclic Conditionals


Aug 03, 2021
Chang Liu, Haoyue Tang, Tao Qin, Jintao Wang, Tie-Yan Liu

* More related work discussed, more synthetic results shown, improved presentation 

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A Survey on Neural Speech Synthesis


Jul 23, 2021
Xu Tan, Tao Qin, Frank Soong, Tie-Yan Liu

* A comprehensive survey on TTS, 63 pages, 18 tables, 7 figures, 457 references 

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A Survey on Low-Resource Neural Machine Translation


Jul 09, 2021
Rui Wang, Xu Tan, Renqian Luo, Tao Qin, Tie-Yan Liu

* A short version has been submitted to IJCAI2021 Survey Track on Feb. 26th, 2021, accepted on Apr. 16th, 2021. 14 pages, 4 figures 

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AdaSpeech 3: Adaptive Text to Speech for Spontaneous Style


Jul 06, 2021
Yuzi Yan, Xu Tan, Bohan Li, Guangyan Zhang, Tao Qin, Sheng Zhao, Yuan Shen, Wei-Qiang Zhang, Tie-Yan Liu

* Accepted by INTERSPEECH 2021 

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DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling


Jul 05, 2021
Lanqing Xue, Kaitao Song, Duocai Wu, Xu Tan, Nevin L. Zhang, Tao Qin, Wei-Qiang Zhang, Tie-Yan Liu

* Accepted by ACL 2021 main conference 

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Supervised Off-Policy Ranking


Jul 03, 2021
Yue Jin, Yue Zhang, Tao Qin, Xudong Zhang, Jian Yuan, Houqiang Li, Tie-Yan Liu


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R-Drop: Regularized Dropout for Neural Networks


Jun 28, 2021
Xiaobo Liang, Lijun Wu, Juntao Li, Yue Wang, Qi Meng, Tao Qin, Wei Chen, Min Zhang, Tie-Yan Liu


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Dual-view Molecule Pre-training


Jun 17, 2021
Jinhua Zhu, Yingce Xia, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu

* 15 pages 

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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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Learning Structures for Deep Neural Networks


May 27, 2021
Jinhui Yuan, Fei Pan, Chunting Zhou, Tao Qin, Tie-Yan Liu


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Exploiting Adapters for Cross-lingual Low-resource Speech Recognition


May 18, 2021
Wenxin Hou, Han Zhu, Yidong Wang, Jindong Wang, Tao Qin, Renjun Xu, Takahiro Shinozaki

* Technical report 

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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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UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost


Apr 11, 2021
Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai, Tie-Yan Liu

* Accepted by NAACL 2021 

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Generalizing to Unseen Domains: A Survey on Domain Generalization


Mar 10, 2021
Jindong Wang, Cuiling Lan, Chang Liu, Yidong Ouyang, Tao Qin

* Technical report 

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IOT: Instance-wise Layer Reordering for Transformer Structures


Mar 05, 2021
Jinhua Zhu, Lijun Wu, Yingce Xia, Shufang Xie, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu

* Accepted at ICLR-2021 

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Learning Invariant Representations across Domains and Tasks


Mar 03, 2021
Jindong Wang, Wenjie Feng, Chang Liu, Chaohui Yu, Mingxuan Du, Renjun Xu, Tao Qin, Tie-Yan Liu

* Technical report, 12 pages 

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