Werner van der Merwe

A Temporal Extension of Latent Dirichlet Allocation for Unsupervised Acoustic Unit Discovery

2022 · arXiv (Cornell University)

Latent Dirichlet allocation (LDA) is widely used for unsupervised topic modelling on sets of documents. No temporal information is used in the model. However, there is often a relationship between the corresponding topics of consecutive …