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Synthetic Speech Detection datasets

archive 2025-07-28

4 datasets carry the task tag "Synthetic Speech Detection" (the task itself: Synthetic Speech Detection), ordered by the archive's paper count. Page 1 of 1: 4 shown of 4. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

Synthetic Speech Detection datasets 1–4 of 4

SONICS (Synthetic Or Not - Identifying Counterfeit Songs)
SONICS is a large-scale dataset comprising 97,164 songs — 48,090 real songs from YouTube and 49,074 fake songs from Suno & Udio — designed for synthetic song detection (SSD), also known as fake song detection (FSD).
3 papers · 0 benchmarks
DEEP-VOICE: Real-time Detection of AI-Generated Speech for DeepFake Voice Conversion This dataset contains examples of real human speech, and DeepFake versions of those speeches by using Retrieval-based Voice Conversion.
1 paper · 1 benchmark
ShiftySpeech: A Large-Scale Synthetic Speech Dataset with Distribution Shifts 🔥 Key Features - 3000+ hours of synthetic speech - Diverse Distribution Shifts: The dataset spans 7 key distribution shifts, including: - 📖 Reading Style - 🎙️…
1 paper · 0 benchmarks
Synthetic Speech Attribution Dataset.
1 paper · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.