Julius Richter
8 papers · 2020–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🧬 Topic Evolution
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(5)
Speech & Audio
(5)
Models
(4)
Synthesis
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Learning Types
(1)
Keywords
speech enhancement
(6)
diffusion model
(3)
stochastic differential equation
(2)
score-based generative model
(2)
density estimation
(1)
multimodal learning
(1)
metric optimization
(1)
progressive learning
(1)
likelihood estimation
(1)
generative model
(1)
convolutional neural network
(1)
variational autoencoder
(1)
cross-modal embedding
(1)
speech dataset
(1)
human evaluation
(1)
joint embedding
(1)
speech quality assessment
(1)
speech retrieval
(1)
anechoic speech
(1)
listening test
(1)
Papers
Pushing the Frontier of Audiovisual Perception with Large-Scale Multimodal Correspondence Learning
CVPR 2026
Non-intrusive Speech Quality Assessment with Diffusion Models Trained on Clean Speech
Interspeech 2025
EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation
Interspeech 2024
The PESQetarian: On the Relevance of Goodhart's Law for Speech Enhancement
Interspeech 2024
Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Model
Interspeech 2023
Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement
Interspeech 2023
Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain
Interspeech 2022
Speech Enhancement with Stochastic Temporal Convolutional Networks
Interspeech 2020