WildSVDD
dataset·in the wild singing deepfake·active
In-the-wild singing voice deepfake detection data extending SingFake for the SVDD 2024 challenge.
Verified facts
| Official site | https://zenodo.org/records/10893604 ↗ |
|---|---|
| Geography | United States |
| doi | 10.5281/zenodo.10893604 |
| size | deposit kb: 657.6 · deposit files: 3 |
| scope | Robust singing-deepfake detection under diverse real-world conditions. |
| genres | user-generated singing |
| steward | SVDD Challenge organizers |
| creators | You Zhang; Yongyi Zang; Jiatong Shi; Ryuichi Yamamoto; Jionghao Han; Yuxun Tang; Tomoki Toda; Zhiyao Duan |
| versions | v1 |
| languages | multilingual/unspecified |
| modalities | CSV URL annotations; train split; two test splits |
| geographies | Global |
| access method | Open Zenodo annotation files; audio follows referenced sources. |
| intended uses | singing voice deepfake detection; challenge evaluation |
| related papers | SVDD 2024: The Inaugural Singing Voice Deepfake Detection Challenge |
| annotation method | Challenge organizers supply train and test annotations. |
| collection method | Extends SingFake with updated in-the-wild sources. |
| provenance claims | Zenodo explicitly identifies WildSVDD as a SingFake extension. |
| current availability | Annotation files available. |
| us market scope basis | Publicly available or materially used in US-facing music/audio-AI research. |
| limitations biases disputes | Deposit primarily contains URL/CSV metadata rather than a durable audio archive.; Challenge report did not provide an official WildSVDD ranking because of variability. |
| related models tools benchmarks | SingFake; SVDD Challenge 2024 |
Current
| extends | SingFake |
|---|---|
| uses dataset (by) | SVDD Challenge 2024 |
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