Vox Trust

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Vox Trust vs Google SynthID, Meta AudioSeal and deepfake detectors

Google SynthID, Meta AudioSeal, Microsoft and Resemble watermark audio their own AI generates, so it can be recognised later. Deepfake detectors estimate whether a voice is synthetic. Vox Trust does the opposite: a real speaker seals their own voice, and anyone verifies it with ordinary cryptography.

Features side by side

Vox TrustGoogle SynthIDMeta AudioSealDeepfake detectorsC2PA
Vouches for a real human recordingYesNomarks AI outputNomarks AI outputEstimatesIf the app signs
Proof bound to the speaker's own keyYesNoNoNoYes
Points to the seconds that were alteredYesNoPartlyNoNowhole file
Anyone can verify, offlineYesin the browserNoGoogle's detectorYesNoYes
Open specification and codeYesNofor audioCodeNoSpecification
Survives MP3, AAC, OpusExperimental100 % measuredClaimedMeasuredn/aNometadata stripped
Survives phone callsNot yet11 %Not publishedNo0 % measuredYesNo
Cost to verifyMillisecondsno AI modelCloudNeural networkCloudMilliseconds

"Measured" means run on our public benchmark with the same corpus and codecs; "claimed" is the vendor's published figure. Every cell is sourced in the comparison notes.

Watermarks measured on the same test

13 recordings in 10 languages, the same real codecs and quality metrics. AudioSeal and WavMark carried one 16-bit message repeated over the whole recording, an easier task than a 102-bit seal every 9.6 s, so their numbers are an upper bound.

ConditionVox Trust stdm-2Meta AudioSealWavMark
MP3, AAC, Opus 24 kbit/s100 %100 %100 % (Opus)
G.722 (VoIP)100 %0 %not run
Start of the audio trimmed100 %8 %not run
1 % speed change84 %62 %100 %
Noise at 30 dB51 %100 %not run
Echo0 %100 %100 %
Noise reduction7 %0 %100 %
Phone call (AMR-WB 12.65 kbit/s)11 %0 %31 %
False alarms on unmarked audio000
Cost to verifymillisecondsneural networkminutes on CPU

Full data and how to reproduce: benchmark results. Google SynthID could not be measured: its audio detector is not public.

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Frequently asked questions

Is Vox Trust an alternative to Google SynthID?

It solves a different problem. SynthID marks audio made by Google's AI so it can be recognised as synthetic. Vox Trust lets a real person seal their own recordings, so a receiver can check they are genuine and unaltered. The two can coexist.

Does Vox Trust detect deepfakes?

No. It does not guess whether a voice is fake. It proves that a recording was sealed by a known key and shows which seconds changed. Unsealed audio is neutral, not "fake".

How is it different from AudioSeal or WavMark?

Those are watermarks: they hide a short message in audio. Vox Trust is a protocol on top: a cryptographic seal, a trust policy and exact tamper localisation. A watermark like AudioSeal or WavMark could carry the Vox Trust seal; we measured both as candidates.

Is Vox Trust open source?

Yes: the specification, the Rust implementation, the test vectors and the benchmark, including the conditions where it still fails.