HIGHLIGHTS
- who: . and colleagues from the (UNIVERSITY) have published the article: FastMVAE: A fast optimization algorithm for the multichannel variational autoencoder method, in the Journal: (JOURNAL)
- what: To stabilize the parameter inference process of the fMVAE algorithm, especially in speaker-independent conditions, the authors propose an improved version of the fast algorithm based on a Product-of-Experts (PoE) framework and evaluate the impact of different hyperparameter settings. The authors demonstrate the capability of the MVAE and fMVAE algorithms to handle speaker-independent scenarios by sufficiently increasing the variety of speakers and the number of samples . . .
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