most citedNormalizing Flow based Hidden Markov Models for Classification of Speech Phones with Explainability

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cs.LG2023

Compressed Sensing of Generative Sparse-latent (GSL) Signals

Antoine Honoré, Anubhab Ghosh, Saikat Chatterjee

We consider reconstruction of an ambient signal in a compressed sensing (CS) setup where the ambient signal has a neural network based generative model. The generative model has a…

cs.LG2021★ 4 cited

Normalizing Flow based Hidden Markov Models for Classification of Speech Phones with Explainability

Anubhab Ghosh, Antoine Honoré, Dong Liu +2

In pursuit of explainability, we develop generative models for sequential data. The proposed models provide state-of-the-art classification results and robust performance for speec…