Deep Noise Suppression Challenge: ICASSP 2022

You are here

Top Reasons to Join SPS Today!

1. IEEE Signal Processing Magazine
2. Signal Processing Digital Library*
3. Inside Signal Processing Newsletter
4. SPS Resource Center
5. Career advancement & recognition
6. Discounts on conferences and publications
7. Professional networking
8. Communities for students, young professionals, and women
9. Volunteer opportunities
10. Coming soon! PDH/CEU credits
Click here to learn more.

Deep Noise Suppression Challenge: ICASSP 2022

2022

Associated SPS Event: IEEE ICASSP 2022 Grand Challenge

Noise suppression has become more important than ever before due to the increasing use of voice interfaces for various applications. Given the millions of internet-connected devices being employed for audio/video calls, noise suppression is expected to be effective for all noise types chosen from daily-life scenarios. The IEEE ICASSP 2022 Grand Challenge is the 4th DNS challenge intended to promote industry-academia collaboration on research in real-time noise suppression aimed to maximize the subjective (perceptual) quality of enhanced speech. This challenge will extend DNS efforts to full band speech with a special focus on personalized denoising. In the era of hybrid work, personalized denoising is very important to suppress neighboring speaker and/or background noises. Recently, DNS research has been moving fast, and researchers now have state-of-the-art advancements in deep neural networks (DNNs); currently, deep noise suppression methods leverage the convolutional, recurrent, or hybrid neural network for estimating the enhanced speech from noisy recordings.

Technical Committee: Audio and Acoustic Signal Processing, Speech and Language Processing

SPS on Twitter

  • The SPS Webinar Series continues of 29 March when Dr. Mauricio Delbracio presents "A Walk Through Image Deblurring:… https://t.co/H1dNvuFgRv
  • COMING SOON: Join us on 9 March when Mr. Sayantan Dutta presents "Novel Prospects of Image Restoration Inspired by… https://t.co/LVYqeWEmLg
  • Happy from SPS! Thank you for doing your part towards furnishing a fairer, more equitable world for your c… https://t.co/63tIxNQQaR
  • There's still time to register your team for the 2023 IEEE Signal Processing Cup! Visit our website and register no… https://t.co/lgOQUjNPbe
  • There is still time to join the 5-Minute Video Clip Contest! Visit our website to learn more and submit your videos… https://t.co/aVUNYfTEF2

SPS Videos


Signal Processing in Home Assistants

 


Multimedia Forensics


Careers in Signal Processing             

 


Under the Radar