Audio Watermarking on VCTK, LibriSpeech, and LJSpeech (test)
100Detection AccuracyWavMark
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WavMarkDistortion Type=Resampling2026.06 | 100 | 0 | |
| AudioSealDistortion Type=Resampling2026.06 | 100 | 0 | |
| TimbreWMDistortion Type=Resampling2026.06 | 100 | 0 | |
| WMCodecDistortion Type=Resampling2026.06 | 100 | 1 | |
| AlignMarkDistortion Type=Resampling2026.06 | 100 | 0 | |
| WavMarkDistortion Type=Boost Volume2026.06 | 100 | 0 | |
| AudioSealDistortion Type=Boost Volume2026.06 | 100 | 0 | |
| TimbreWMDistortion Type=Boost Volume2026.06 | 100 | 0 | |
| WMCodecDistortion Type=Boost Volume2026.06 | 100 | 1 | |
| AlignMarkDistortion Type=Boost Volume2026.06 | 100 | 0 | |
| WavMarkDistortion Type=Duck Volume2026.06 | 100 | 0 | |
| AudioSealDistortion Type=Duck Volume2026.06 | 100 | 0 | |
| TimbreWMDistortion Type=Duck Volume2026.06 | 100 | 0 | |
| WMCodecDistortion Type=Duck Volume2026.06 | 100 | 1 | |
| AlignMarkDistortion Type=Duck Volume2026.06 | 100 | 1 | |
| WavMarkDistortion Type=Highpass2026.06 | 100 | 0 | |
| AudioSealDistortion Type=Highpass2026.06 | 100 | 0 | |
| TimbreWMDistortion Type=Highpass2026.06 | 100 | 0 | |
| WMCodecDistortion Type=Highpass2026.06 | 100 | 1 | |
| AlignMarkDistortion Type=Highpass2026.06 | 100 | 0 | |
| WavMarkDistortion Type=Lowpass2026.06 | 100 | 0 | |
| AudioSealDistortion Type=Lowpass2026.06 | 100 | 0 | |
| TimbreWMDistortion Type=Lowpass2026.06 | 100 | 2 | |
| AlignMarkDistortion Type=Lowpass2026.06 | 100 | 0 | |
| WavMarkDistortion Type=Bandpass2026.06 | 100 | 1 | |
| AudioSealDistortion Type=Bandpass2026.06 | 100 | 0 | |
| AlignMarkDistortion Type=Bandpass2026.06 | 100 | 0 | |
| WavMarkDistortion Type=AAC2026.06 | 100 | 0 | |
| TimbreWMDistortion Type=AAC2026.06 | 100 | 0 | |
| WMCodecDistortion Type=AAC2026.06 | 100 | 1 | |
| AudioSealDistortion Type=MP32026.06 | 100 | 0 | |
| TimbreWMDistortion Type=MP32026.06 | 100 | 0 | |
| AudioSealDistortion Type=Echo2026.06 | 100 | 0 | |
| TimbreWMDistortion Type=Echo2026.06 | 100 | 0 | |
| WMCodecDistortion Type=Echo2026.06 | 100 | 1 | |
| AlignMarkDistortion Type=Echo2026.06 | 100 | 1 | |
| TimbreWMDistortion Type=Crop2026.06 | 100 | 0 | |
| WMCodecDistortion Type=Crop2026.06 | 100 | 1 | |
| AudioSealDistortion Type=Pink Noise2026.06 | 100 | 1 | |
| TimbreWMDistortion Type=Pink Noise2026.06 | 100 | 1 | |
| WMCodecDistortion Type=Pink Noise2026.06 | 100 | 1 | |
| AlignMarkDistortion Type=Pink Noise2026.06 | 100 | 0 | |
| AudioSealDistortion Type=Smooth2026.06 | 100 | 0 | |
| TimbreWMDistortion Type=Smooth2026.06 | 100 | 0 | |
| AlignMarkDistortion Type=Pitch Shift2026.06 | 100 | 0 | |
| VoiceMarkDistortion Type=Resampling2026.06 | 99 | 6 | |
| VoiceMarkDistortion Type=Highpass2026.06 | 99 | 5 | |
| TimbreWMDistortion Type=Bandpass2026.06 | 99 | 6 | |
| AlignMarkDistortion Type=AAC2026.06 | 99 | 2 | |
| AlignMarkDistortion Type=MP32026.06 | 99 | 1 | |
| WavMarkDistortion Type=Echo2026.06 | 99 | 2 | |
| AlignMarkDistortion Type=Crop2026.06 | 99 | 2 | |
| VoiceMarkDistortion Type=Pink Noise2026.06 | 99 | 5 | |
| AlignMarkDistortion Type=Gaussian Noise2026.06 | 99 | 2 | |
| AlignMarkDistortion Type=Smooth2026.06 | 99 | 3 | |
| AlignMarkDistortion Type=Average2026.06 | 99 | 2 | |
| VoiceMarkDistortion Type=Boost Volume2026.06 | 98 | 9 | |
| VoiceMarkDistortion Type=Duck Volume2026.06 | 98 | 7 | |
| VoiceMarkDistortion Type=AAC2026.06 | 98 | 7 | |
| WavMarkDistortion Type=MP32026.06 | 98 | 4 | |
| VoiceMarkDistortion Type=Echo2026.06 | 98 | 11 | |
| WavMarkDistortion Type=Crop2026.06 | 98 | 3 | |
| VoiceMarkDistortion Type=Crop2026.06 | 98 | 8 | |
| WavMarkDistortion Type=Pink Noise2026.06 | 98 | 5 | |
| WavMarkDistortion Type=Smooth2026.06 | 98 | 3 | |
| WMCodecDistortion Type=Smooth2026.06 | 97 | 14 | |
| AlignMarkDistortion Type=Speed Change2026.06 | 94 | 21 | |
| TimbreWMDistortion Type=Average2026.06 | 93 | 16 | |
| WMCodecDistortion Type=MP32026.06 | 92 | 40 | |
| WavMarkDistortion Type=Average2026.06 | 90 | 21 | |
| WMCodecDistortion Type=Average2026.06 | 90 | 30 | |
| AudioSealDistortion Type=Average2026.06 | 88 | 30 | |
| TimbreWMDistortion Type=Gaussian Noise2026.06 | 87 | 60 | |
| VoiceMarkDistortion Type=Average2026.06 | 86 | 39 | |
| WMCodecDistortion Type=Lowpass2026.06 | 85 | 67 | |
| VoiceMarkDistortion Type=MP32026.06 | 85 | 56 | |
| VoiceMarkDistortion Type=Pitch Shift2026.06 | 85 | 50 | |
| WMCodecDistortion Type=Bandpass2026.06 | 82 | 79 | |
| AudioSealDistortion Type=Gaussian Noise2026.06 | 77 | 73 | |
| VoiceMarkDistortion Type=Lowpass2026.06 | 76 | 82 | |
| VoiceMarkDistortion Type=Bandpass2026.06 | 76 | 72 | |
| VoiceMarkDistortion Type=Smooth2026.06 | 76 | 72 | |
| WMCodecDistortion Type=Gaussian Noise2026.06 | 75 | 76 | |
| AudioSealDistortion Type=AAC2026.06 | 73 | 96 | |
| WMCodecDistortion Type=Pitch Shift2026.06 | 66 | 72 | |
| AudioSealDistortion Type=Crop2026.06 | 62 | 91 | |
| VoiceMarkDistortion Type=Gaussian Noise2026.06 | 54 | 99 | |
| TimbreWMDistortion Type=Pitch Shift2026.06 | 54 | 72 | |
| AudioSealDistortion Type=Pitch Shift2026.06 | 53 | 97 | |
| VoiceMarkDistortion Type=Speed Change2026.06 | 53 | 95 | |
| WavMarkDistortion Type=Pitch Shift2026.06 | 52 | 97 | |
| WavMarkDistortion Type=Gaussian Noise2026.06 | 51 | 100 | |
| WavMarkDistortion Type=Speed Change2026.06 | 51 | 99 | |
| WMCodecDistortion Type=Speed Change2026.06 | 51 | 97 | |
| AudioSealDistortion Type=Speed Change2026.06 | 50 | 99 | |
| TimbreWMDistortion Type=Speed Change2026.06 | 50 | 98 |