Aren Jansen
10 papers · 2010–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver
π
Grand Slam
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Renaissance Researcher
(5)
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Application Areas
(3)
Learning Types Β· Machine Learning
(3)
Models
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Techniques
(2)
Computer Science
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Speech & Audio
(1)
Keywords
multimodal learning
(4)
unsupervised learning
(2)
attention mechanism
(2)
representation learning
(1)
text embedding
(1)
multimodal fusion
(1)
source separation
(1)
sound separation
(1)
diffusion model
(1)
autoregressive model
(1)
hierarchical memory
(1)
latent diffusion
(1)
sound source separation
(1)
context window
(1)
transfer learning
(1)
audio-visual generation
(1)
video processing
(1)
zero-shot generation
(1)
long context
(1)
transformer architecture
(1)
Papers
Long-Form Speech Generation with Spoken Language Models
ICML 2025
MELODI: Exploring Memory Compression for Long Contexts
ICLR 2025
A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation
NeurIPS 2024
V2Meow: Meowing to the Visual Beat via Video-to-Music Generation
AAAI 2024
Text-Driven Separation of Arbitrary Sounds
Interspeech 2022
Attention Bottlenecks for Multimodal Fusion
NeurIPS 2021
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds
ICLR 2021
Towards Learning a Universal Non-Semantic Representation of Speech
Interspeech 2020
Using Zero-Resource Spoken Term Discovery for Ranked Retrieval
NAACL 2015
NLP on Spoken Documents Without ASR
EMNLP 2010