Leanne Nortje

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 18

Top Topics

Transfer Learning

Shot Transitions

Speech Processing

Top Venues

Trans. Assoc. Comput. Linguistics

Publications

Leanne Nortje, Dan Oneata, Yevgen Matusevych, Herman Kamper
Visually Grounded Speech Models Have a Mutual Exclusivity Bias. Trans. Assoc. Comput. Linguistics 12 (2024)
Leanne Nortje, Dan Oneata, Yevgen Matusevych, Herman Kamper
Visually Grounded Speech Models have a Mutual Exclusivity Bias. CoRR (2024)
Leanne Nortje, Dan Oneata, Herman Kamper
Visually Grounded Few-Shot Word Learning in Low-Resource Settings. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Leanne Nortje, Dan Oneata, Herman Kamper
Visually grounded few-shot word learning in low-resource settings. CoRR (2023)
Leanne Nortje, Benjamin van Niekerk, Herman Kamper
Visually grounded few-shot word acquisition with fewer shots. CoRR (2023)
Leanne Nortje, Benjamin van Niekerk, Herman Kamper
Visually grounded few-shot word acquisition with fewer shots. INTERSPEECH (2023)
Leanne Nortje, Herman Kamper
Towards visually prompted keyword localisation for zero-resource spoken languages. CoRR (2022)
Leanne Nortje, Herman Kamper
Towards Visually Prompted Keyword Localisation for Zero-Resource Spoken Languages. SLT (2022)
Benjamin van Niekerk, Leanne Nortje, Matthew Baas, Herman Kamper
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing. Interspeech (2021)
Leanne Nortje, Herman Kamper
Direct Multimodal Few-Shot Learning of Speech and Images. Interspeech (2021)
Benjamin van Niekerk, Leanne Nortje, Matthew Baas, Herman Kamper
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing. CoRR (2021)
Benjamin van Niekerk, Leanne Nortje, Herman Kamper
Vector-Quantized Neural Networks for Acoustic Unit Discovery in the ZeroSpeech 2020 Challenge. INTERSPEECH (2020)
Benjamin van Niekerk, Leanne Nortje, Herman Kamper
Vector-quantized neural networks for acoustic unit discovery in the ZeroSpeech 2020 challenge. CoRR (2020)
Leanne Nortje, Herman Kamper
Direct multimodal few-shot learning of speech and images. CoRR (2020)
Leanne Nortje, Herman Kamper
Unsupervised vs. transfer learning for multimodal one-shot matching of speech and images. CoRR (2020)
Leanne Nortje, Herman Kamper
Unsupervised vs. Transfer Learning for Multimodal One-Shot Matching of Speech and Images. INTERSPEECH (2020)
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
Unsupervised Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks. INTERSPEECH (2019)
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
Unsupervised acoustic unit discovery for speech synthesis using discrete latent-variable neural networks. CoRR (2019)