The Newsbridge -Telecom SudParis VoxCeleb Speaker Recognition Challenge 2022 System Description
Sound
2023-01-19 v1 Computation and Language
Audio and Speech Processing
Abstract
We describe the system used by our team for the VoxCeleb Speaker Recognition Challenge 2022 (VoxSRC 2022) in the speaker diarization track. Our solution was designed around a new combination of voice activity detection algorithms that uses the strengths of several systems. We introduce a novel multi stream approach with a decision protocol based on classifiers entropy. We called this method a multi-stream voice activity detection and used it with standard baseline diarization embeddings, clustering and resegmentation. With this work, we successfully demonstrated that using a strong baseline and working only on voice activity detection, one can achieved close to state-of-theart results.
Keywords
Cite
@article{arxiv.2301.07491,
title = {The Newsbridge -Telecom SudParis VoxCeleb Speaker Recognition Challenge 2022 System Description},
author = {Yannis Tevissen and Jérôme Boudy and Frédéric Petitpont},
journal= {arXiv preprint arXiv:2301.07491},
year = {2023}
}