Provider

Resemble AI

Detects deepfakes and AI-generated content across audio, images, and video.

summary

Detects deepfakes and manipulated media across audio, image, and video with DETECT-3B Omni.
Supports fraud prevention, impersonation detection, content moderation, and media verification workflows.
Available through Eden AI alongside speech-to-text and text-to-speech capabilities.

Resemble AI is a generative AI security company founded in 2019 and based in Mountain View, California. It helps organizations detect deepfakes, AI-generated content, and manipulated media across audio, images, and video.

Through Eden AI, developers can access Resemble AI’s multimodal detection technology alongside supported speech-to-text and text-to-speech capabilities through one unified API.

Provider name	Resemble AI
Main category	Deepfake Detection, AI Content Detection, Speech
Technologies	AI Content Detection, Speech to Text, Text to Speech
Main detection technology	DETECT-3B Omni
Available through Eden AI	Deepfake Detection, AI Content Detection, Speech to Text, Text to Speech

Main AI Capabilities

Deepfake Detection: Analyze audio, images, and video for signs that content has been artificially generated or manipulated.
AI Content Detection: Identify signals associated with AI-generated media across multiple content formats.
Text to Speech API: Convert written text into natural, expressive speech across multiple voices and languages.‍
Speech-to-Speech: Transform one voice into another while preserving timing, emotion, and delivery.

Resemble AI’s native platform also includes voice cloning, speech-to-speech conversion, watermarking, and additional voice-generation tools. Developers should consult the Eden AI documentation or dashboard to confirm whether these capabilities are currently exposed through the Eden AI integration.

When Should You Choose Resemble AI?

Fraud prevention: Use Resemble AI to analyze suspicious voice recordings, images, or videos submitted during account creation, payments, claims, or identity-verification processes.‍
Impersonation detection: Detect media that may imitate executives, employees, customers, creators, or public figures.‍
Trust and safety: Add synthetic-media checks to content platforms, social networks, marketplaces, and user-generated-content workflows.‍
Media verification: Analyze audio, images, and videos before publishing or distributing them.‍
Content moderation: Screen uploaded media for indicators of AI generation or manipulation before escalating suspicious content for human review.‍
Speech processing: Use Resemble AI’s supported speech-to-text and text-to-speech features for transcription, voice interfaces, narration, and accessibility.

Resemble AI pros and cons

Pros	Cons
Detects AI-generated and manipulated audio, images, and video	Detection results should not be treated as absolute proof
One multimodal model for several media types	Performance can vary depending on compression and media quality
Tested against more than 160 generative models	High-risk decisions may still require human review
Supports more than 50 languages and formats	Some native Resemble AI features may not be available through Eden AI
Includes zero-day coverage for newly released models	Detection thresholds must be tested for each use case
Relevant for fraud, moderation, and trust and safety	False positives and false negatives remain possible

Resemble AI Models, Features, and Capabilities

Choosing the right Resemble AI model means matching your workload, such as narration, real-time agents, or multilingual content, with a model designed for that purpose. The right choice depends on the balance of quality, latency, expressiveness, and language coverage required by your product.

What Is DETECT-3B Omni?

DETECT-3B Omni is Resemble AI’s multimodal model for detecting AI-generated and manipulated content across audio, images, and video.

The model has been tested against more than 160 generative models and supports more than 50 languages and a wide range of media formats.

Its multimodal design allows teams to analyze different content types through one detection system instead of maintaining separate tools for audio, image, and video verification.

DETECT-3B Omni also provides zero-day coverage, helping identify content created by newly released generative models before large model-specific detection datasets are available.

Relevant Resemble AI Features

Text to Speech: For narration, IVR systems, audiobooks, and in-product audio.
Voice Cloning: For branded voices and personalized audio experiences.
Speech-to-Speech: For dubbing and voice transformation while preserving the original delivery.
Multilingual Synthesis: For localizing content across different markets.

Available Resemble AI Models

The models available through Eden AI may depend on the selected feature. Consult the Eden AI model catalog to verify which models are currently accessible.

Model or Technology	Purpose
DETECT-3B Omni	Deepfake and AI-generated content detection across audio, images, and video
Chatterbox	Resemble AI voice-generation technology
Chatterbox Multilingual	Multilingual voice-generation workflows
Chatterbox Turbo	Voice generation optimized for faster processing
DramaBox	Expressive voice and character-audio generation

Supported AI Categories

Audio
Generative AI

Resemble AI API Output: what data can be extracted or generated?

Feature	Input	Output
Deepfake Detection	Audio, image, or video file	Detection analysis and available confidence indicators
AI Content Detection	Supported media file	Signals indicating whether content may be AI-generated
Speech to Text	Audio file	Written transcript
Text to Speech	Written text	Generated audio

Important Note on Resemble AI Accuracy and Reliability

Voice models behave differently depending on the script, language, accent, and delivery style required. Always test Resemble AI with your real content and listening conditions. Measure naturalness, pronunciation, consistency, and latency instead of relying only on generic samples before moving to production.

What Can You Build With Resemble AI?

Fraud-detection systems

Analyze suspicious media submitted during account registration, insurance claims, financial transactions, or customer-support interactions.

Identity-verification workflows

Add deepfake checks to voice, image, or video identity-verification processes.

Impersonation detection tools

Detect content that may imitate employees, executives, creators, or public figures.

Content-moderation platforms

Screen user-uploaded audio, images, and videos for signs of synthetic generation or manipulation.

Media-verification tools

Help journalists, platforms, and organizations assess whether submitted media may have been artificially generated.

Voice applications

Build narration tools, accessibility features, voice interfaces, and automated audio experiences with text-to-speech.

Transcription workflows

Convert audio into text for analytics, documentation, search, and customer-support use cases.

Resemble AI Use Cases by Industry

Industry	Use Cases
Financial Services	Fraud prevention, voice deepfake detection, and identity verification
Insurance	Fraudulent-claim detection and submitted-media verification
Telecommunications	Suspicious-call analysis and impersonation detection
Marketplaces	Profile-image verification and synthetic-content screening
Social Media	Content moderation and deepfake detection
Media and Publishing	Source verification and manipulated-media analysis
Public Sector	Misinformation investigations and media authentication
Customer Support	Suspicious-call detection, transcription, and voice interfaces
Entertainment	Content protection, voice generation, narration, and dubbing

How to Integrate Resemble AI With Eden AI

Integration Overview

Create an Eden AI account.
Generate an Eden AI API key.
Choose the required feature:
- Deepfake Detection
- AI Content Detection
- Speech to Text
- Text to Speech
Select Resemble AI as the provider.
Submit the relevant audio, image, video, or text input.
Retrieve the result using the response format documented for the selected feature.
Monitor API usage, latency, cost, and detection outcomes from your Eden AI workspace.

For asynchronous video deepfake detection, use the endpoint documented for Resemble AI in the Eden AI API documentation.

Authentication

Store your Eden AI API key securely on the backend and never expose it in client-side code. Protect the key as you would any other production credential.

Provider Selection

Select Resemble AI when its voice quality and capabilities match your use case. Configure alternative providers so you can compare performance or activate fallback logic when required.

Response Format

Resemble AI returns audio files. Validate the response fields and audio format before sending the output to your application, downstream workflow, or storage system.

Production Integration Best Practices

Test with your real scripts and target languages instead of generic samples.
Validate audio fields and formats in every response.
Implement error handling and retry logic.
Avoid hardcoding voices and models by making them configurable.
Monitor latency and voice quality continuously.
Periodically compare providers again as models and pricing evolve.

Resemble AI Pricing and Cost Management

Resemble AI pricing depends on the selected capability and the quantity or duration of media processed. Deepfake detection, AI-content detection, speech-to-text, and text-to-speech may use different billing units.

Before launching a production workflow, review the current Resemble AI pricing in the Eden AI dashboard or model catalog. Estimate costs using representative media files and expected monthly usage rather than relying only on small test requests.

Best Resemble AI Alternatives and Comparisons

Resemble AI Alternatives for Deepfake Detection

Sightengine

Resemble AI Alternatives for Text to Speech

Frequently Asked Questions about Resemble AI on Eden AI

What is Resemble AI used for?

Resemble AI is used to detect deepfakes, AI-generated content, and manipulated media across audio, images, and video. It also provides speech-processing and voice-generation capabilities, including speech-to-text, text-to-speech, voice cloning, and speech-to-speech conversion.

Can Resemble AI detect audio, image, and video deepfakes?

Yes. DETECT-3B Omni is a multimodal detection model designed to analyze audio, images, and video for signals associated with AI generation or manipulation.

What is DETECT-3B Omni?

DETECT-3B Omni is Resemble AI’s multimodal deepfake and AI-content-detection model. It has been tested against more than 160 generative models and supports more than 50 languages and media formats.

What does zero-day deepfake detection mean?

Zero-day coverage refers to the ability to detect content produced by newly released generative models before large detection datasets have been created specifically for those models.

Can I use Resemble AI through Eden AI?

Yes. Eden AI provides access to Resemble AI for supported capabilities including deepfake detection, AI-content detection, speech-to-text, and text-to-speech.

Do I need a Resemble AI API key?

When using Resemble AI through Eden AI, you authenticate with your Eden AI API key. Eden AI manages access to the underlying provider integration.

Does Resemble AI support voice cloning?

Resemble AI offers voice cloning on its native platform. Check the Eden AI documentation or dashboard to confirm whether this capability is currently available through Eden AI.

Which Resemble AI models are available?

DETECT-3B Omni powers Resemble AI’s multimodal detection capabilities. Resemble AI also offers voice technologies such as Chatterbox and DramaBox. Model availability may vary by feature, so check the current Eden AI model catalog.

How accurate is Resemble AI deepfake detection?

Detection performance depends on the media format, quality, compression, language, and manipulation method. Results should be treated as one verification signal and combined with human review or additional checks in high-risk workflows.

How do I start using Resemble AI on Eden AI?

Create an Eden AI account, generate an API key, choose a supported feature, select Resemble AI as the provider, and submit the relevant media or text through the documented API endpoint.