Restricted Boltzmann Machine Vectors for Speaker Clustering and Tracking Tasks in TV Broadcast Shows

Restricted Boltzmann Machine Vectors for Speaker Clustering and Tracking Tasks in TV Broadcast Shows

Restricted Boltzmann Machines (RBMs) have shown success in both the front-end and backend of speaker verification systems. In this paper, we propose applying RBMs to the front-end for the tasks of speaker clustering and speaker tracking in TV broadcast shows. RBMs are trained to transform utterances...

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Bibliographic Details
Main Authors: Umair Khan, Pooyan Safari, Javier Hernando
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Applied Sciences
Subjects:
speaker tracking
speaker clustering
speaker segmentation
restricted boltzmann machine adaptation
agglomerative hierarchical clustering
Online Access:https://www.mdpi.com/2076-3417/9/13/2761

Internet

https://www.mdpi.com/2076-3417/9/13/2761

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