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.

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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

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News(15)

• [Blog] A Lightweight Hybrid Dual Channel Speech Enhancement System under Low-SNR Conditions

  Introduce a lightweight hybrid dual-channel speech enhancement system that combines IVA with a modified dual-channel GTCRN to achieve effective speech enhancement in low-SNR conditions.

• [Blog] 6G Vertical: New Start Point of Vertical Integration

  The evolution of 6G technology marks a transformative shift in telecommunications, moving beyond mere enhancements in capacity and throughput to address fundamental requirements such as vertical integration, global connectivity, and intelligent networks.

• 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.

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