Léa-Marie Lam-Yee-Mui

GPU-Accelerated Forward-Backward Algorithm with Application to Lattice-Free MMI

We propose to express the forward-backward algorithm in terms of operations between sparse matrices in a specific semiring. This new perspective naturally leads to a GPU-friendly algorithm which is easy to implement in Julia or any programming languages with native support of semiring algebra. We us…