Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 3 of 3 for “"probabilistic context-free grammars"”.
-
Discovering linguistic structures in speech : models and applications
… we address this task, and develop a class of probabilistic models that discover the latent linguistic structures of a language directly from acoustic signals. In particular, we explore a nonparametric Bayesian framework for automatically acquiring a phone-like inventory of a language. In …
-
Scalable Structure Learning, Inference, and Analysis with Probabilistic Programs
… and scale up the processes of learning accurate probabilistic models of complex data and obtaining principled solutions to probabilistic inference and analysis queries? This thesis presents efficient techniques for addressing these fundamental challenges grounded in probabilistic programming, …