Julius Richter

1. Speech Enhancement and Dereverberation with Diffusion-based Generative Models
   2022/08/11 by Julius Richter, Richter, Julius, Simon Welker +7 · 50 citations
   Computer Science · Engineering · #Speech and Audio Processing #Acoustic Wave Phenomena Research #Advanced Adaptive Filtering Techniques
2. EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation
   2024/06/10 by Julius Richter, Richter, Julius, Yi-Chiao Wu +13 · 36 citations
   Computer Science · Health Professions · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Infant Health and Development #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
3. Diffusion Models for Audio Restoration: A review
   2024/11/01 by Jean-Marie Lemercier, Julius Richter, Simon Welker +3 · 1 voice · 14 citations
   Computer Science · #Music and Audio Processing
4. Single and Few-step Diffusion for Generative Speech Enhancement
   2023/09/18 by Bunlong Lay, Lay, Bunlong, Jean-Marie Lemercier +5 · 7 citations
   Computer Science · Engineering · #Acoustic Wave Phenomena Research #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
5. Investigating Training Objectives for Generative Speech Enhancement
   2024/09/16 by Julius Richter, Richter, Julius, Danilo de Oliveira +3 · 10 citations
   Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Phonetics and Phonology Research #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
6. The PESQetarian: On the Relevance of Goodhart's Law for Speech Enhancement
   2024/06/05 by Danilo de Oliveira, Simon Welker, de Oliveira, Danilo +5 · 5 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
7. NABEATs: Noise-Aware Audio Representation Learning
   2026/07/18 by Takuya Fujimura, Yoshiki Masuyama, Gordon Wichern +3
   #eess.AS