Published February 28, 2023 | Version v1

VoxCeleb multi-speaker speaker verification trials

Authors/Creators

  • 1. Paderborn University

Description

Extension of the VoxCeleb1-O trial set for speaker verification to scenarios where also speech mixtures are considered.

Here, lists for the single speaker vs. mixture (s vs m) and mixture vs. mixture (m vs. m) are available.

Each trial consists of the following entries:

s vs. m:

(Label, IDa, [ID_b1, ID_b2], log_weights)

m vs m:

(Label, [ID_a1, ID_a2], [ID_b1, ID_b2], log_weights_a, log_weights_b)

 

The IDs are the VoxCeleb utterances used for mixing, and the log weights are the logarithmic scaling factors used to scale the respective sources before mixing.  

For more details, please refer to the following publication:

 

@inproceedings{cordlandwehr23_interspeech,
  title     = {A Teacher-Student Approach for Extracting Informative Speaker Embeddings From Speech Mixtures},
  author    = {Tobias Cord-Landwehr and Christoph Boeddeker and Cătălin Zorilă and Rama Doddipatla and Reinhold Haeb-Umbach},
  year      = {2023},
  booktitle = {Interspeech 2023},
  pages     = {4703--4707},
  doi       = {10.21437/Interspeech.2023-1379},
  issn      = {2958-1796},
}

Files

voxceleb1_o_extended_mvm.json

Files (20.2 MB)

Name Size Download all
md5:eb08860bcea539a6f5c759038a8ee9a5
12.3 MB Preview Download
md5:a5201e2b886b216904ed2fc614883fbe
7.9 MB Preview Download

Additional details

Related works

Is documented by
Conference paper: 10.21437/Interspeech.2023-1379 (DOI)