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Name: Kai Li (李凯)

Type: User

Company: @thu-ml @tencent-ailab

Twitter: cs_kai_li

Location: Tsinghua University

Blog: cslikai.cn

Hey 👋🏽, I'm Kai Li!

My name is Kai Li (Chinese name: 李凯). I'm a second-year master student at Department of Computer Science and Technology, Tsinghua University, supervised by Prof. Xiaolin Hu (胡晓林). I am also a member of TSAIL Group directed by Prof. Bo Zhang (张拨) and Prof. Jun zhu (朱军). I am an intern at Tencent AI Lab, mainly doing research on causal speech separation, supervised by Yi Luo (罗艺).

🤗 These works are open source to the best of my ability.

🤗 I am currently doing research on multimodal speech separation, and am interested in other speech tasks (e.g., pre-training models and neuralscience). If you would like to collaborate, please contact me. Many thanks.

🔖 Homepages

: Kai Li : Jusper Lee : cslikai.cn

📅 News

2023.07: 🎲 One paper is accepted by ECAI 2023.
2023.05: 🧩 Two papers are accepted by Interspeech 2023.
2023.05: 🎉 We won the first prize 🥇 of the Cinematic Sound Demixing Track 23 in the Leaderboard A and B.
2023.05: 🎉 We won the first prize 🥇 of the ASC23 and Best Application Award.
2023.04: 🎲 One paper is appeared by Arxiv.
2023.02: 🧩 One paper is accepted by ICASSP 2023.
2023.01: 🧩 One paper is accepted by ICLR 2023.

📰 Selected Publications:

See Google Scholar for a full list of publications.

Speech Separation

An efficient encoder-decoder architecture with top-down attention for speech separation. Kai Li, Runxuan Yang, Xiaolin Hu. ICLR 2023.
An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits. Kai Li, Fenghua Xie, Hang Chen, Kexin Yuan, Xiaolin Hu. Arxiv 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.

Neuroscience

Inferring mechanisms of auditory attentional modulation with deep neural networks. Ting-Yu Kuo, Yuanda Liao, Kai Li, Bo Hong, Xiaolin Hu. Neural Computation 2022.

Cloud Removal

PMAA: A Progressive Multi-scale Attention Autoencoder Model for High-Performance Cloud Removal from Multi-temporal Satellite Imagery. Xuechao Zou, Kai Li, Junliang Xing, Pin Tao#, Yachao Cui. ECAI 2023.

Super Resolution

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. ISPA 2019.

Kai Li (李凯)'s Projects

accelerator

Openmp Accelerator

adversarialnetspapers

The classical paper list with code about generative adversarial nets

afrcnn-for-speech-separation

Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network

aps

A personal toolkit for single/multi-channel speech recognition & enhancement & separation.

arxiv-new-paper-server

Arxiv automatically obtains the latest article service.

asteroid

Pytorch-based audio source separation toolkit || Current highlight : the new recipe for Microsoft's DNS Challenge !

av-convtasnet

Unofficial Time Domain Audio Visual Speech Separation Implementation

avlit

Official source code of the INTERSPEECH 2023 paper: "Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Model" (AVLIT)

awesome-speech-enhancement

speech enhancement\speech seperation\sound source localization

basicsr

Basic Super-Resolution Toolbox, including SRResNet, SRGAN, ESRGAN, etc.

bigdata-homework-yanwaizhiyi

book-mate

一款用于图书推荐、搜索、借阅、交流的微信小程序

bootstrap-select

:zap: The jQuery plugin that brings select elements into the 21st century with intuitive multiselection, searching, and much more. Now with Bootstrap 4 support.