Blog(3)

• Better Exploiting Spatial Separability in Multichannel Speech Enhancement with an Align-and-Filter Network

  Voice has played a vital role in our daily communications with family, friends and colleagues, as well as in interactions with our intelligent devices.

• FSPEN: An Ultra-Lightweight Network for Real Time Speech Enhancement

  Speech enhancement or noise suppression aims at improving the quality and intelligibility of noisy speech. It is an important frontend module for voice call, automatic speech recognition (ASR), and hearing aids system.

• A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation

  I have a challenge: I am going to show you a very noisy image. Would you be able to recognize its content confidently? No? Neither can AI models. Like humans, they find it challenging to understand the content of corrupted images and, sadly, they tend to be much more sensitive to the problem than we are.

Research Areas(0)

Publications(38)

• Open-Source Conversational AI with SpeechBrain 1.0

  AuthorTitouan Parcollet, Shucong Zhang

  PublishedJournal of Machine Learning Research

  Date2024-09-09

• SRS Interference Management in TDD CJT for 5G

  AuthorKarthik Muralidhar, Youngrok Jang, Younsun Kim, Diwakar Sharma, Hyoung-Ju Ji, Santanu Mondal, Dattaraj DileepRaut Mulgaonkar, Satya Kumar Vankayala, Seongmok Lim

  PublishedIEEE Access

  Date2024-06-17

• An MVDR-Embedded U-Net Beamformer for Effective and Robust Multichannel Speech Enhancement

  AuthorChinghua Lee,Chouchang Yang,Yilin Shen,Hongxia Jin

  PublishedIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

  Date2024-04-14

View More

News(13)

• Celebrating Samsung R&D Institute China-Beijing's Excellent Performance at NTIRE @CVPR 2025

  The New Trends in Image Restoration and Enhancement (NTIRE 2025) workshop, held alongside the Computer Vision and Pattern Recognition Conference (CVPR 2025), served as a key venue for sharing the latest advances in image processing and restoration.

• [Blog] Better Exploiting Spatial Separability in Multichannel Speech Enhancement with an Align-and-Filter Network

  Voice has played a vital role in our daily communications with family, friends and colleagues, as well as in interactions with our intelligent devices.

• [Blog] Waveform Enhancements for Energy Efficiency in 6G

  It is crucial for 6G networks to ensure reliable connectivity with energy efficient communication for a wide range of mobile users. Waveform technology plays a vital role in enhancing the energy efficiency of mobile phones and networks, providing reduced power consumption across various scenarios.

View More

Others(0)