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Effects of language mismatch in automatic forensic voice comparison using deep learning embeddings.

J Forensic Sci

May 2023

Doctoral School of Law Enforcement, Hungarian National University of Public Service, H-1083 Budapest, 2 Ludovika tér, Budapest, H-1441, Hungary.

In forensic voice comparison, deep learning has become widely popular recently. It is mainly used to learn speaker representations, called embeddings or embedding vectors. Speaker embeddings are often trained using corpora mostly containing widely spoken languages.

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