KS-Net: Multi-band joint speech restoration and enhancement network for 2024 ICASSP SSI Challenge
Paper • 2402.01808 • Published • 1
🔊 Speech Enhancement
Unlocking a new era in Speech Enhancement, powered by the latest AI technologies, for superior audio quality improvements! 🚀
Note 📅 Conference: ICASSP, 14-19 April 2024 | Seoul, Korea 🇰🇷 📄 Paper: https://huggingface.co/papers/2402.01808
Unsupervised speech enhancement with diffusion-based generative models
Paper • 2309.10450 • Published • 1Note 📅 Conference: ICASSP, 14-19 April 2024 | Seoul, Korea 🇰🇷 📄 Paper: https://huggingface.co/papers/2309.10450 📁 Repository: https://github.com/joanne-b-nortier/UDiffSE
Diffusion-based speech enhancement with a weighted generative-supervised learning loss
Paper • 2309.10457 • Published • 1Note 📅 Conference: ICASSP, 14-19 April 2024 | Seoul, Korea 🇰🇷 📄 Paper: https://huggingface.co/papers/2309.10457
Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain
Paper • 2203.17004 • PublishedNote 📅 Conference: INTERSPEECH, 18-22 September 2022 | Incheon, Korea 🇰🇷 📄 Paper: https://huggingface.co/papers/2203.17004 🌐 Web Page: https://www.inf.uni-hamburg.de/en/inst/ab/sp/publications/sgmse 📁 Repository: https://github.com/sp-uhh/sgmse
Speech Enhancement and Dereverberation with Diffusion-based Generative Models
Paper • 2208.05830 • Published • 4Note 📖 Journal: EEE/ACM Transactions on Audio, Speech, and Language Processing – Vol. 31 – pp. 2351-2364 – 2023 📄 Paper: https://huggingface.co/papers/2208.05830 🌐 Web Page: https://www.inf.uni-hamburg.de/en/inst/ab/sp/publications/sgmse 📁 Repository: https://github.com/sp-uhh/sgmse
Attention is All You Need in Speech Separation
Paper • 2010.13154 • PublishedNote 📅 Conference: ICASSP, 6-11 June 2021 | Toronto, Ontario, Canada 🇨🇦 📄 Paper: https://huggingface.co/papers/2010.13154 🔥 Models 🤖: - https://huggingface.co/speechbrain/sepformer-wham-enhancement - https://huggingface.co/speechbrain/sepformer-dns4-16k-enhancement
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation
Paper • 2212.11851 • Published • 1Note 📖 Journal: IEEE/ACM Transactions on Audio, Speech, and Language Processing – Vol. 31 – pp. 2351-2364 – 2023 📄 Paper: https://huggingface.co/papers/2212.11851 🌐 Web Page: https://www.inf.uni-hamburg.de/en/inst/ab/sp/publications/storm.html 📁 Repository: https://github.com/sp-uhh/storm
AV2Wav: Diffusion-Based Re-synthesis from Continuous Self-supervised Features for Audio-Visual Speech Enhancement
Paper • 2309.08030 • Published • 1Note 📮 Post: https://huggingface.co/posts/DmitryRyumin/805387906293219 📅 Conference: ICASSP, 14-19 April 2024 | Seoul, Korea 🇰🇷 📄 Paper: https://huggingface.co/papers/2309.08030 🌐 Web Page: https://home.ttic.edu/~jcchou/demo/avse/avse_demo.html