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Generative AI security platform for voice cloning, deepfake detection, and watermarking

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Released 2019
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About Resemble AI

Resemble AI is a generative AI security platform that helps enterprises create, verify, and detect synthetic voice, image, and video content. The company started in 2019 by building foundational generative voice models, and that deep understanding of how synthetic speech is produced became the basis for its deepfake detection technology, which shipped the same year. Today the platform spans three pillars: Generate (text-to-speech, voice cloning, and speech-to-speech tools), Verify (biometric identity verification and imperceptible audio, image, and video watermarking), and Detect (real-time multimodal deepfake detection tested against 160+ generative AI models). The platform's flagship detection model, DETECT-3B Omni, is a 3-billion-parameter architecture that identifies AI-generated audio, image, and video in a single unified model, returning verdicts in under 300ms with 98.1% accuracy on independent benchmarks. Resemble Meetings extends this into live calls on Zoom, Teams, Google Meet, and Webex, flagging synthetic voices in real time with a forensic audit trail. On the generation side, Resemble's Chatterbox model family (open-sourced under MIT license) powers sub-200ms text-to-speech and voice cloning from as little as 10 seconds of audio, with emotion and tone control across 100+ languages. Its PerTh watermarking technology embeds a permanent, inaudible signal into generated audio that survives compression and editing, aligning with EU AI Act Article 50 content-provenance requirements. Resemble AI is built for enterprise and regulated environments: it supports SOC 2 Type II controls, GDPR and HIPAA-aligned data handling, SSO/SAML, and fully air-gapped on-premises deployment for organizations that cannot send data off-site. Customers cited include Netflix, Paramount, Deutsche Telekom, Telnyx, and the World Bank, spanning use cases like executive impersonation defense, call-center fraud prevention, identity verification and KYC, media watermarking, and voice agents. The tool suits security, trust and safety, and compliance teams that need to detect and respond to synthetic media fraud, as well as developers and studios building voice-driven products who need production-grade cloning and TTS with built-in provenance. It is less suited to casual creators looking for a simple, self-serve consumer voiceover app, since the platform's depth and per-second pricing are oriented toward technical, API-driven, enterprise-scale deployments.

Key Features

  • Real-time multimodal deepfake detection across audio, video, and image with DETECT-3B Omni, tested against 160+ generative AI models
  • Human-quality text-to-speech and voice cloning from as little as 10 seconds of audio across 100+ languages
  • Imperceptible PerTh watermarking for audio, image, and video that survives compression, editing, and re-encoding
  • Resemble Meetings live deepfake monitoring integrated with Zoom, Microsoft Teams, Google Meet, and Webex
  • Biometric speaker identity verification with enrollment from as little as 4 seconds of audio
  • Resemble Intelligence for human-readable, audit-ready forensic explanations of detection verdicts
  • Full REST API, official SDKs, and support for cloud, on-premises, and fully air-gapped deployment
  • Open-source Chatterbox voice models and Resemblyzer speaker embedding library

Pros

  • Combines voice generation and deepfake detection in a single platform, unlike point-solution competitors
  • DETECT-3B Omni ranks highly on independent benchmarks with sub-300ms detection speed
  • Flexible pay-as-you-go Flex plan with no minimum commitment and credits that never expire
  • Enterprise-grade compliance support including SOC 2 Type II, GDPR, HIPAA, and air-gapped deployment
  • Strong open-source contributions through Chatterbox and Resemblyzer for transparency and community trust

Cons

  • Per-second usage pricing across detection, watermarking, and identity features can be hard to predict and adds up quickly at scale
  • Platform is web/API-based only, with a steeper learning curve than simpler consumer voice tools
  • Free tier is limited, and advanced enterprise features require custom sales conversations
  • Independent user reviews are thin and mixed, making it harder to gauge consistency of experience
  • Longer audio files have been reported to hit generation errors on some plans

Pricing

Resemble AI offers a Flex pay-as-you-go plan with no monthly subscription or minimum commitment. Users load credits as needed and pay based on usage: Audio Deepfake Detection $0.04/sec, Video Deepfake Detection $0.07/sec, Image Deepfake Detection $0.04/sec, Audio Intelligence $0.03/sec, Video Intelligence $0.03/sec, Image Intelligence $0.03/sec, Identity Search $0.0005/search, Watermark Encode $0.0005/sec, and Watermark Decode $0.0002/sec. Additional team seats cost $20/user/month. Enterprise plans offer custom pricing with volume discounts, higher API limits, SSO/SAML, dedicated support, custom model training, and on-premises deployment.

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Frequently Asked Questions

Resemble AI is used to generate realistic synthetic voices through text-to-speech and voice cloning, and to protect against synthetic media fraud through deepfake detection, watermarking, and biometric identity verification, all available via API, on-premises, or in the cloud.

Resemble AI's DETECT-3B Omni model reports 98.1% detection accuracy on independent audio deepfake benchmarks and returns a verdict in under 300ms, having been tested against more than 160 generative AI models across 51+ languages.

Yes. All Resemble AI products support on-premises deployment via Docker and Kubernetes, and fully air-gapped installations are available for organizations that cannot allow any external network connections.

Resemble AI's Flex plan starts at $0 to load credits, which never expire, giving pay-as-you-go access to text-to-speech, voice cloning, watermarking, and detection with full API access before moving to custom Enterprise pricing.

Both offer voice cloning and text-to-speech, but Resemble AI additionally provides a deepfake detection and watermarking layer, real-time API deployment for call-center infrastructure, and on-premises/air-gapped options aimed at enterprise security and compliance teams.

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