Models overview

Frontier models for AI detection and authenticity

Get enterprise-ready, multimodal detection wherever your content and communications happen.

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RESEMBLE AI MODELS

Our model portfolio

Production-grade models for deepfake detection, watermarking, and the context needed for confident decisions. Available via API or on-premises deployment.

Verify — Watermarking
PerTh
VERIFY
A deep neural network that embeds imperceptible, psychoacoustically-masked watermarks into audio at the point of creation. Survives MP3 compression, audio editing, noise, and codec transforms. Embedded in every Chatterbox output by default. MIT-licensed and available as open source.
99.9% decode accuracy
Survives compression
Audio-only watermarking
Open source and free
LEARN MOREGITHUBDocs
PerTh Multimodal
VERIFY
Enterprise and compliance-oriented multimodal model, extending PerTh's imperceptible, tamper-resistant watermarking across audio, video, image, and text in a single API. Each modality uses a purpose-built algorithm, with robustness tuned against real-world transformations. Supports explicit marks (custom encodes) for audio, image, and video.
Audio, image, video and text
Real-time encode and decode
API available
EU AI Act Article 50 oriented
GET STARTEDLEARN MOREDOCSBENCHMARKS
Resemblyzer
OPEN SOURCE
Deep learning voice encoder that derives a high-dimensional speaker representation from a few seconds of audio. Used for voice authentication, speaker diarization, and similarity scoring.
Speaker embedding
Voice similarity
Diarization
Github
Detect — Deepfake detection
DETECT-World
NEW
The first world model for deepfake detection. DETECT-World expands on DETECT-3B Omni's foundation, reviewing both known generation patterns and physical reality, including lighting, motion, and continuity, so it can flag content from generators it hasn't been trained on.
Up to 99.5% accuracy
250+ generators benchmarked
World model detection
Zero day coverage
get startedAPI DOCSLEARN MOREBenchmarks
DETECT-3B Omni
DETECT
3 billion parameter multimodal detection model. The only deepfake detector covering audio, image, and video in a single unified architecture. Zero-day coverage for new generative models in under an hour.
#1 benchmarked detection
<300ms detection
3B parameters
160+ models
51 languages
On-prem
contact usLEARN MOREAPI DOCSBenchmarks
Resemble Intelligence
EXPLAINABILITY LAYER
Know why, not just what. Intelligence enhances DETECT-World's output with human-readable forensic explanations in real time — surfacing which artifacts triggered a flag and why. Built for compliance teams, legal review, and trust & safety workflows that need evidence, not just a score.
Human-readable reports
Real-time
Audit-ready
Built for compliance
LEARN MOREDocs
DEEPFAKE DETECTION COVERAGE

Models we detect

DETECT-World is battle-tested against 250+ generative AI models. Coverage spans every major audio, image, and video generator — with zero-day updates when new models launch.

Audio
Image
Video
ElevenLabs
Text-to-speech
Covered
OpenAI TTS
TTS-1/TTS-1 HD
Covered
Azure TTS
Microsoft Neural TTS
Covered
Google TTS
WaveNet / Neural2
Covered
AWS Polly
Neural / Standard
Covered
Suno
AI music generation
Covered
Udio
AI music generation
Covered
PlayHT
Text-to-speech
Covered
Murf
Text-to-speech
Covered
Descript
Overdub / TTS
Covered
DALL-E 3
Open AI
98% accuracy
Midjourney
v6 / v7
98% accuracy
Stable Diffusion
SDXL / SD 3.5
94% accuracy
Nano Banana
Image generation
Covered
Flux
Black Forest Labs v2
99% accuracy
Gemini
Imagen 3 / 2.0 Flash
99% accuracy
GPT-4o
OpenAI image gen
99% accuracy
StyleGAN
v2 / v3
>99% accuracy
Ideogram
v2 / v3
Covered
Leonardo AI
Image generation
Covered
Sora
OpenAI
Covered
Veo
Google DeepMind
>99% accuracy
Runway
Gen-3 Alpha
Covered
HeyGen
Avatar video
Covered
Pika
Video generation
Covered
Kling
Kuaishou
Covered
Seedance
ByteDance
covered
Synthesia
AI avatar video
Covered
D-ID
Talking avatar
Covered
Stable Diffusion
Overdub / TTS
Covered
Plus...
Bark
VALL-E
VALL-E2
YourTTS
Tortoise TTS
XTTS
StyleTTS 2
MetaVoice
Kokoro
VoiceBox
NaturalSpeech 3
HierSpeech++
...and over 100 more
Stable Diffusion XL
Latent Diffusion
eDiff-I
GLIDE
Kandinsky
DeepFloyd IF
Playground v3
Grok Aurora
Recraft v3
Lumina Image
Emu (Meta)
...and more
CogVideoX
Wan 2.1
Open-Sora
ModelScope
VideoCrafter
AnimateDiff
VideoPoet
Make-A-Video
Gen-2
Morph Studio
Mochi 1
HunyuanVideo
AVAILABLE ON-PREM

Run every model inside your perimeter — or in the cloud

Resemble AI models for watermarking and deepfake detection are available for fully air-gapped on-premises deployment. No telemetry. No external API calls. Your data stays where it should.
Model access
DETECT-World with full model weights on your GPUs.
Real-time analysis
Real-time audio, image, and video analysis behind your firewall.
Zero dependencies
Kubernetes and local Python packages with no cloud dependencies.
Compliance ready
Meets EU AI Act, HIPAA, SOC 2, and financial services data residency requirements.
Know what's real — and what's a real threat.
Join thousands of developers and enterprises detecting AI fraud and protecting their content with Resemble AI
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