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DelightfulTTS: The Microsoft Speech Synthesis System for Blizzard Challenge 2021


Nov 19, 2021
Yanqing Liu, Zhihang Xu, Gang Wang, Kuan Chen, Bohan Li, Xu Tan, Jinzhu Li, Lei He, Sheng Zhao


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Transformer-S2A: Robust and Efficient Speech-to-Animation


Nov 18, 2021
Liyang Chen, Zhiyong Wu, Jun Ling, Runnan Li, Xu Tan, Sheng Zhao

* Submitted to ICASSP 2022 

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FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognition


Oct 18, 2021
Yichong Leng, Xu Tan, Rui Wang, Linchen Zhu, Jin Xu, Wenjie Liu, Linquan Liu, Tao Qin, Xiang-Yang Li, Edward Lin, Tie-Yan Liu

* Findings of EMNLP 2021 

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A study on the efficacy of model pre-training in developing neural text-to-speech system


Oct 08, 2021
Guangyan Zhang, Yichong Leng, Daxin Tan, Ying Qin, Kaitao Song, Xu Tan, Sheng Zhao, Tan Lee


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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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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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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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