Leanne Nortje
7 papers · 2019–2025 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Learning Types · Machine Learning
(6)
Artificial Intelligence
(3)
Core AI
(3)
Deep Learning
(2)
Speech & Audio
(2)
Architectures
(2)
Core Methods
(2)
Models
(2)
Interdisciplinary
(1)
Analysis
(1)
Cognitive Science
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Synthesis
(1)
Keywords
unsupervised learning
(3)
few-shot learning
(3)
acoustic unit discovery
(3)
variational autoencoder
(2)
representation learning
(2)
transfer learning
(2)
vector quantization
(2)
visually grounded speech
(2)
contrastive predictive coding
(2)
speech recognition
(1)
multimodal learning
(1)
speaker verification
(1)
zero-resource speech
(1)
mutual exclusivity
(1)
word learning
(1)
siamese neural network
(1)
image classification
(1)
discrete latent variable
(1)
discrete representation
(1)
neural vocoder
(1)
Papers
The mutual exclusivity bias of bilingual visually grounded speech models
Interspeech 2025
Visually grounded few-shot word acquisition with fewer shots
Interspeech 2023
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing
Interspeech 2021
Direct Multimodal Few-Shot Learning of Speech and Images
Interspeech 2021
Unsupervised vs. Transfer Learning for Multimodal One-Shot Matching of Speech and Images
Interspeech 2020
Vector-Quantized Neural Networks for Acoustic Unit Discovery in the ZeroSpeech 2020 Challenge
Interspeech 2020
Unsupervised Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks
Interspeech 2019