Leanne Nortje

According to our database, Leanne Nortje authored at least 11 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Visually Grounded Few-Shot Word Learning in Low-Resource Settings.

Leanne Nortje, Dan Oneata, Herman Kamper

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Visually Grounded Speech Models Have a Mutual Exclusivity Bias.

Leanne Nortje, Dan Oneata, Yevgen Matusevych, Herman Kamper

Trans. Assoc. Comput. Linguistics, 2024

Improved Visually Prompted Keyword Localisation in Real Low-Resource Settings.

Leanne Nortje, Dan Oneata, Herman Kamper

CoRR, 2024

Visually Grounded Speech Models for Low-resource Languages and Cognitive Modelling.

Leanne Nortje

CoRR, 2024

2023

Visually grounded few-shot word acquisition with fewer shots.

Leanne Nortje, Benjamin van Niekerk, Herman Kamper

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

Towards Visually Prompted Keyword Localisation for Zero-Resource Spoken Languages.

Leanne Nortje, Herman Kamper

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

2021

Direct Multimodal Few-Shot Learning of Speech and Images.

Leanne Nortje, Herman Kamper

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing.

Benjamin van Niekerk, Leanne Nortje, Matthew Baas, Herman Kamper

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

Unsupervised vs. Transfer Learning for Multimodal One-Shot Matching of Speech and Images.

Leanne Nortje, Herman Kamper

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Vector-Quantized Neural Networks for Acoustic Unit Discovery in the ZeroSpeech 2020 Challenge.

Benjamin van Niekerk, Leanne Nortje, Herman Kamper

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

2019

Unsupervised Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks.

Ryan Eloff, André Nortje, Benjamin van Niekerk, Avashna Govender, Leanne Nortje, Arnu Pretorius, Elan Van Biljon, Ewald van der Westhuizen, Lisa van Staden, Herman Kamper

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019