← Authors

Leanne Nortje

6 papers · 2019–2023 · 1 conference · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) πŸ—ΊοΈ Taxonomy Completionist (14)

Conferences

INTERSPEECH (6)

Top co-authors

Herman Kamper (6) Benjamin Van Niekerk (4) Elan van Biljon (1) AndrΓ© Nortje (1) Avashna Govender (1) Arnu Pretorius (1) Matthew Baas (1) Ewald van der Westhuizen (1) Ryan Eloff (1) Lisa van Staden (1)

Research topics

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) contrastive predictive coding (2) speech synthesis (1) speech recognition (1) multimodal learning (1) speaker verification (1) zero-resource speech (1) siamese neural network (1) image classification (1) discrete latent variable (1) discrete representation (1) neural vocoder (1) multimodal embedding (1) speech representation (1)

Papers

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