Deepmark

Audio — Metis

Overview

Metis is our multibit audio watermarking model. It embeds a 20-bit payload into the signal — a structured tag you get back on decode.

Use Metis when you need to know which piece of content this is. Typical use cases:

  1. Per-file or per-session IDs
  2. Distribution tracking and leak tracing
  3. Creator / licensee attribution
  4. Any workflow where a yes/no answer isn't enough and you need to recover a specific tag

Imperceptibility

The watermark sits below the perceptual threshold. In a blind A/B test, listeners cannot reliably distinguish the watermarked signal from the original.

Listen for yourself

Select an example to compare the original audio with its Metis-watermarked version:

Original0:00
Metis Watermarked0:00

Spectrograms

Side-by-side spectrograms of the same clip. The watermarked plot is visually near-identical to the original, demonstrating how little energy is added.

Metis spectrogram comparison - Example 1
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Format & Configuration

PropertySupported
Sample rates16, 22.05, 24, 32, 44.1, 48, 96 kHz
ChannelsMono, stereo
Typical bit depths16-bit PCM, 24-bit PCM, 32-bit float

Robustness

The 20-bit payload is designed to survive the real-world transformations audio typically goes through once it leaves your pipeline.

Supported attack classes

Attack classExample transformations
Lossy compressionMP3 (down to 64 kbps), AAC, Opus
ResamplingArbitrary round-trips (e.g. 48 → 16 → 48 kHz)
Speech enhancementDenoisers, RNNoise-style pipelines
WebRTC / call audioFull VoIP stack with codec + jitter buffer

Background music mixing

A music track is mixed into the watermarked signal at a realistic SNR. This is the common "posted over a backing track" scenario.

Watermarked0:00
After attack0:00

Detection Result

Result Watermark detected
1111 1000 0011 1110 0000

Gaussian noise

White noise added at 20 dB SNR — simulates microphone hiss, noisy transmission, or deliberate masking attempts.

Watermarked0:00
After attack0:00

Detection Result

Result Watermark detected
1111 1000 0011 1110 0000

Cuts / splicing

A short segment is removed from the middle of the clip and the two halves are rejoined — simulates edits, ad breaks, or clip re-use.

Watermarked0:00
After attack0:00

Detection Result

Result Watermark detected
1111 1000 0011 1110 0000