Probabilistic Spherical Discriminant Analysis: An Alternative to PLDA for length-normalized embeddings

Niko Brümmer, Albert Swart, Ladislav Mošner +4

In speaker recognition, where speech segments are mapped to embeddings on the unit hypersphere, two scoring backends are commonly used, namely cosine scoring or PLDA. Both have adv…