Canonical Cortical Graph Neural Networks and its Application for Speech Enhancement in Future Audio-Visual Hearing Aids. (arXiv:2206.02671v2 [cs.SD] UPDATED)

Despite the recent success of machine learning algorithms, most models still
face several drawbacks when considering more complex tasks requiring
interaction between different sources, such as multimodal input data and
logical time sequence. On the other hand, the biological brain is highly
sharpened in this sense, empowered to automatically manage and integrate such a
stream of information through millions of years of evolution. In this context,
this paper finds inspiration on recent discoveries on cortical circuits on the
brain to …

application arxiv audio canonical future graph graph neural networks hearing networks neural networks speech