Why phonology/speech science is so important for deep learning and cognitive modeling
User Gasper Begus on YouTube,
My 2-minute praise of phonology and speech science and their relevance for #machinelearning and #cognitivescience Excerpt…
How to compare deep learning and language acquisition?
User Gasper Begus on YouTube,
Here we compare how deep neural networks (#GANs) and human infants learn a simple rule in English. Deep generative networks (li…
Finding causality in deep generative neural networks (GANs) trained on raw speech
User Gasper Begus on YouTube,
Paper here: https://www.frontiersin.org/articles/10.3389/frai.2020.00044/full The video describes techniques proposed in Beguš …
Generative Adversarial Phonology
User Gasper Begus on YouTube,
Acquisition of speech can be modeled with GANs. https://www.frontiersin.org/articles/10.3389/frai.2020.00044/full The paper…