# Submissions for: Speech Background Noise Suppression with Deep Learning

|#| Submission | Links |
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|1|[Fine-Tuned DenoiseNet for Speech Denoising](https://github.com/eric-vo/mathworks-noise-suppression)<br/> A DenoiseNet deep learning architecture, fine-tuned in MATLAB using the Audio Toolbox and Deep Learning Toolbox, to effectively suppress background noise in speech signals. <br><br> **Authors:** Eric Vo, Kailash Rao, Siwoo Chung, Gabriel Ramos <br/> **Affiliation:** University of California, Berkeley <br> **Submission Date:** 2025-07-18|<img width="400" height="0" style="display:block;line-height:0;border:none;" alt=""><br>[![GitHub Repo](https://img.shields.io/badge/GitHub-Repo-181717?style=flat&logo=github&logoColor=white)](https://github.com/eric-vo/mathworks-noise-suppression) <br> [![Open in MATLAB Online](https://www.mathworks.com/images/responsive/global/open-in-matlab-online.svg)](https://matlab.mathworks.com/open/github/v1?repo=eric-vo/mathworks-noise-suppression) <br> [![YouTube Video](https://img.shields.io/badge/Watch%20Video-FF0000?style=flat&logo=youtube&logoColor=white)](https://www.youtube.com/watch?v=eTR514DVRlk) <br><br><br> [![Trend: Artificial Intelligence](https://img.shields.io/badge/Trend-Artificial%20Intelligence-blue?style=flat)](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Artificial%20Intelligence.md)|
|2|[MATLAB FullSubNet for Deep Speech Noise Suppression](https://github.com/YilikaLoufoua/noise-suppression)<br/> This MATLAB project implements the FullSubNet deep learning model for real-time single-channel speech enhancement, trained on Microsoft DNS Challenge datasets to suppress background noise from speech. <br><br> **Authors:** Samantha Zhan, Yilika Loufoua <br/> **Affiliation:** University of Waterloo, Texas Christian University <br> **Submission Date:** 2022-04-22|<img width="400" height="0" style="display:block;line-height:0;border:none;" alt=""><br>[![GitHub Repo](https://img.shields.io/badge/GitHub-Repo-181717?style=flat&logo=github&logoColor=white)](https://github.com/YilikaLoufoua/noise-suppression) <br> [![Open in MATLAB Online](https://www.mathworks.com/images/responsive/global/open-in-matlab-online.svg)](https://matlab.mathworks.com/open/github/v1?repo=YilikaLoufoua/noise-suppression) <br>  <br><br><br> [![Trend: Artificial Intelligence](https://img.shields.io/badge/Trend-Artificial%20Intelligence-blue?style=flat)](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Artificial%20Intelligence.md)|
|3|[RNN-based Speech Noise Suppression using MATLAB Deep Learning](https://github.com/BanmaS/MATLAB-denoise)<br/> This MATLAB project implements a speech noise suppression system using an RNN-based deep learning model, trained with MFCC features, to estimate spectral gains for denoising. <br><br> **Authors:** Xie Mingqi, Hefang Zhang, Xiaoheng Xia, Yu Guo <br/> **Affiliation:** Shanghai Jiao Tong University <br> **Submission Date:** 2022-01-08|<img width="400" height="0" style="display:block;line-height:0;border:none;" alt=""><br>[![GitHub Repo](https://img.shields.io/badge/GitHub-Repo-181717?style=flat&logo=github&logoColor=white)](https://github.com/BanmaS/MATLAB-denoise) <br> [![Open in MATLAB Online](https://www.mathworks.com/images/responsive/global/open-in-matlab-online.svg)](https://matlab.mathworks.com/open/github/v1?repo=BanmaS/MATLAB-denoise) <br>  <br><br><br> [![Trend: Artificial Intelligence](https://img.shields.io/badge/Trend-Artificial%20Intelligence-blue?style=flat)](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Artificial%20Intelligence.md)|