Published September 26, 2023 | Version 1.0.0
Dataset Open

IDMT Audio Phylogeny Dataset

  • 1. ROR icon Fraunhofer Institute for Digital Media Technology

Description

The IDMT Audio Phylogeny Dataset contains audio phylogeny trees for evaluation of audio phylogeny algorithms. It includes two different sets of phylogeny trees with 60 trees each, where every tree contains 20 nodes (audio files). The main difference between these two sets is in the set of transformations T used to create near duplicates in the set.
This dataset is accompanied to publication and in case you use it please cite:

M. Gerhardt, L. Cuccovillo and P. Aichroth, "Advancing Audio Phylogeny: A Neural Network Approach for Transformation Detection," 2023 IEEE International Workshop on Information Forensics and Security (WIFS), Nürnberg, Germany, 2023, pp. 1-6, doi: 10.1109/WIFS58808.2023.10375058.

Files

IDMT_audio_phylogeny_trees.zip

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Additional details

Funding

vera.ai – vera.ai: VERification Assisted by Artificial Intelligence 101070093
European Commission
AI4Media – A European Excellence Centre for Media, Society and Democracy 951911
European Commission