Energy-Based Models with Applications to Speech and Language Processing
Zhijian Ou
Energy-Based Models with Applications to Speech and Language Processing
Zhijian Ou
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Omschrijving
Energy-Based Models (EBMs) are an important class of probabilistic models, also known as random fields and undirected graphical models. The purpose of this monograph is to present a systematic introduction to energy-based models, including both algorithmic progress and applications in speech and language processing.