Kai Li

Kai Li(李凯)

Kai Li is a master student in (Department of Computer Science and Technology, Tsinghua University), supervised by Prof. Xiaolin Hu. And then he will complete his master's career in Hu Lab from 2021 to 2024.

He was an intern at Tencent AI Lab, mainly doing research on causal speech separation, supervi

He got his bachelor's degree from Department of Computer Technology and Application, the Qinghai University, supervised by Prof. Jianqiang Huang and Prof. Chunmei Li in 2020.

His research interests include computer vision, deep learning, speech separation and cross-model speech separation.

Github Google Scholar Email Twitter 知乎

	LRS3-For-Speech-Separation Open source audio-visual dataset processing script. More Following are the steps to generate training and testing data. There are several parameters to change in order to match different purpose. [ Github ]		DPRNN-Pytorch Dual-path RNN More Efficient long sequence modeling for time-domain single-channel speech separation implemented by Pytorch. [ Github ] [ 知乎: DPRNN阅读笔记]
	Looking to Listen at the Cocktail Party Audio-visual speech separation method :-) More The project is an audiovisual model reproduced by the contents of the paper Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Separation. [ Github ] [ 知乎: LLCP阅读笔记]		Calculate-SNR-SDR Calculatie Audio‘s SNR and SDR. [ GitHub ]
	Speech-Separation-Paper-Tutorial A must-read paper and tutorial list for speech separation based on neural networks More None [ Github ]		Conv-TasNet Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Pytorch's Implement [ GitHub ] [ 知乎: Conv-TasNet阅读笔记]
	UtterancePIT According to funcwj's uPIT, the training code supporting multi-gpu is written, and the Dataloader is reconstructed. More None [ Github ] [ 知乎: uPIT阅读笔记]		DPCL Deep clustering in the field of speech separation implemented by pytorch [ GitHub ] [ 知乎: DPCL阅读笔记]
	AFRCNN Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network [ GitHub ]

News

[03/2022] 1 paper to submit in IEEE Transactions on Industrial Informatics.
[03/2022] 2 paper to submit in Interspeech 2022.
[10/2021] 1 paper to appear in NeurIPS 2021 !
[05/2021] We won the 5% of the Global College Student Supercomputer Challenge (ASC20-21) !
[01/2021] We won the global first prize of the 2019 Global College Student Supercomputer Challenge (ASC20-21) !
[06/2020] Outstanding Bachelor Thesis Award, Qinghai University of Computer Science and Technology !
[06/2020] Outstanding Graduates, Qinghai University of Computer Science and Technology !
[04/2020] 1 paper to appear in IET image processing.
[01/2020] I am an algorithm intern at Moyin Technology for speech dirazation and voiceprint recognition.
[11/2019] 1 paper to appear in ISPA2019.
[11/2019] We won the first prize of the first "Ganqingning" Innovation and Entrepreneurship Competition !
[11/2019] I won the National Scholarship, Ministry of Education, China !
[05/2019] We won the second prize in the Natural Academic Paper category of the National College Student Challenge Cup Qinghai Provincial Trial !
[05/2019] We won the first prize in the Qinghai Division of the 6th National Youth Science Innovation Experiment and Work Competition !
[05/2019] 1 papers to appear in ICDIP2019.
[04/2019] I won the second prize at the provincial level in the Blue Bridge Cup Java Group A!
[03/2019] We won the global second prize of the 2019 Global College Student Supercomputer Challenge (ASC19) !
[12/2018] We won the first prize of natural academic paper in the first "Principals Cup" Innovation and Entrepreneurship Competition in Qinghai Province !

Publications

	Single Image Super-Resolution through Image Pixel Information Clustering and Generative Adversarial Network Kai Li, Jianqiang Huang, Lingbin Liu, Jinfang Jia, Yu Zhu, Li Wu, Xiaoying Wang, Submitted IEEE Transactions on Industrial Informatics
	On the Use of Deep Mask Estimation Module for Neural Source Separation Systems Kai Li, Xiaolin Hu, Yi Luo, Submitted Interpseech 2022
	On the Design and Training Strategies for RNN-based Online Neural Speech Separation Systems Kai Li, Yi Luo, Submitted Interpseech 2022
	Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network Xiaolin Hu^{, #}, Kai Li^, Weiyi Zhang, Yi Luo, Jean-Marie Lemercier, Timo Gerkmann, NeurIPS 2021 Audio Demo Page Speech Enhancement Demo Github Repository Paper
	Research on Speech Separation Based on Audio Visual Model Kai Li, Jianqiang Huang, Xiaolin Hu Bachelor Degree Thesis, 2020 Audio Project Page Audio-visual Project Page
	A Survey of Single Image Super Resolution Reconstruction Kai Li, Shenghao Yang, Runting Dong, Jianqiang Huang, Xiaoying Wang IET Image Processing, 2020
	Single Image Super-resolution Reconstruction of Enhanced Loss Function with Multi-GPU Training Jianqiang Huang^, Kai Li^, Xiaoying Wang Parallel & Distributed Processing with Applications(ISPA), 2019
	Single image super resolution based on generative adversarial networks Kai Li, Shenghao Yang, Jianqiang Huang, Xiaoying Wang International Conference on Digital Image Processing (ICDIP), 2019

(* equal contribution, ^# corresponding author)