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compute_det_curve

Syntologyentry name in harvested coderead from the graph 2026-09-24

compute_det_curve appears in the code Syntology harvested for 10 papers, as 3 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 10 of the papers; 3 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named compute_det_curve do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 3 of the 3 distinct code bodies named compute_det_curve; 0 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
2ran · fixture could not drive it
1ran
0unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 10 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

10 papers shown of 10, newest first; 10 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Audio Codec Augmentation for Robust Collaborative Watermarking of Speech Synthesis 20 Sep 2024 ljuvela/collaborative-watermarking-with-codecs/src/collaborative_watermarking/metrics.py 047149960a2fd5d6 ran fingerprinted MIT (permissive)
SVDD 2024: The Inaugural Singing Voice Deepfake Detection Challenge 28 Aug 2024 svddchallenge/ctrsvdd2024_baseline/utils.py 3a889d3debbcead8 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Singing Voice Graph Modeling for SingFake Detection 5 Jun 2024 xjchengit/singgraph/utils/eval_metrics.py e777c41d2a9e0d9f ran · fixture could not drive it fingerprinted no licence file found · pointer only
UnMarker: A Universal Attack on Defensive Image Watermarking 14 May 2024 andrekassis/ai-watermark/modules/metrics.py 3a889d3debbcead8 ran · fixture could not drive it fingerprinted no licence file found · pointer only
SingFake: Singing Voice Deepfake Detection 14 Sep 2023 yongyizang/SingFake/models/feat+resnet/eval_metrics.py 3a889d3debbcead8 ran · fixture could not drive it fingerprinted MIT (permissive)
ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild 2022-10 (from id) asvspoof-challenge/2021/eval-package/eval_metrics.py 3a889d3debbcead8 ran · fixture could not drive it fingerprinted no licence file found · pointer only
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks 4 Oct 2021 clovaai/aasist/evaluation.py 3a889d3debbcead8 ran · fixture could not drive it fingerprinted MIT (permissive)
An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems 3 Apr 2021 yzyouzhang/asvspoof2021_air/eval_metrics.py 3a889d3debbcead8 ran · fixture could not drive it fingerprinted MIT (permissive)
End-to-end anti-spoofing with RawNet2 2 Nov 2020 eurecom-asp/rawnet2-antispoofing/tDCF_python/eval_metrics.py 3a889d3debbcead8 ran · fixture could not drive it fingerprinted MIT (permissive)
ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection 14 Apr 2019 AmirmohammadRostami/ASV-anti-spoofing-with-EABN/eval_metrics.py 3a889d3debbcead8 ran · fixture could not drive it fingerprinted MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

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