Blog(2)

• 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(11)

• [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.

• [Blog] Speech Boosting: Low-Latency Live Speech Enhancement for TWS Earbuds

  Recently, true wireless stereo (TWS) earbuds have been successfully popularized along with mobile phones, thereby increasing convenience for many users. In line with this, companies developing earbuds have introduced a variety of functions to maximize user experience.

• [Blog] Handwriting Enhancement: Recognition-Based and Recognition-Independent Approaches for On-device Online Handwritten Text Alignment

  Handwriting has served as the primary method for information recording over an extensive historical span [1], as its development begins in early education, accompanied by a strong emphasis on writing accuracy.

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