Rogier van Dalen
7 papers · 2016–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Application Areas
(4)
Architectures
(3)
Artificial Intelligence
(2)
Speech & Audio
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types
(2)
Core AI
(1)
Learning Paradigms · Machine Learning
(1)
Optimization & Theory
(1)
Recognition
(1)
Synthesis
(1)
Techniques
(1)
Keywords
differential privacy
(2)
self-supervised learning
(2)
linear complexity
(2)
federated learning
(2)
speech processing
(1)
model architecture
(1)
neural network optimization
(1)
speech enhancement
(1)
privacy-preserving learning
(1)
speaker verification
(1)
real-time processing
(1)
acoustic feature extraction
(1)
private learning
(1)
simulation framework
(1)
inference speed
(1)
model efficiency
(1)
memory consumption
(1)
speech representation learning
(1)
speaker representation
(1)
neural network
(1)
Papers
pfl-research: simulation framework for accelerating research in Private Federated Learning
NeurIPS 2024
Linear-Complexity Self-Supervised Learning for Speech Processing
Interspeech 2024
SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding
Interspeech 2024
On the (In)Efficiency of Acoustic Feature Extractors for Self-Supervised Speech Representation Learning
Interspeech 2023
Real-Time Personalised Speech Enhancement Transformers with Dynamic Cross-attended Speaker Representations
Interspeech 2023
Improving On-Device Speaker Verification Using Federated Learning with Privacy
Interspeech 2020
Off-topic Response Detection for Spontaneous Spoken English Assessment
ACL 2016