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arXiv cs.AI
6/10

ClipCheck

Drag-and-drop audio authenticity checker that scores whether a podcast clip or field recording is human or AI-generated before you publish or quote it.

Target user

investigative journalists, podcast producers, and fact-checkers verifying audio sources

Features
  • Upload any audio file and get a human-vs-AI probability score with confidence band
  • Timestamped segments flagging likely synthetic spans the editor can scrub
  • PDF authenticity report exportable into editorial and legal records
  • Optional side-by-side comparison against a claimed original recording
Why now

Synthetic audio clips now surface regularly in news cycles and courts; newsroom standards increasingly require provenance checks before publication, but no purpose-built tool exists.

Signals · overall 6/10
Demand
7/10

Audio deepfake detection market projected to grow from $1.2B (2024) to $8.5B (2033) at 24% CAGR; BBC building in-house detection tools and 62% of orgs reported a deepfake attack in the last 12 months, showing real professional demand.Top 10 Deepfake Audio Detection Tools for 2025 - Resemble AIAudio Deepfake Detection Software MarketDeepfake detection for journalism: How we're tackling manipulated media - BBC

Whitespace
5/10

Existing players already target the journalism/audio deepfake space — VeriVox markets explicitly to journalists, Resemble AI offers detection API, and Journalist's Toolbox lists a free multimodal deepfake detector. Pure audio-only, drag-and-drop for newsrooms is a narrower niche but not uncontested.VeriVox - Deepfake Audio DetectionFact-checking | Verification | OSINT | Journalist's ToolboxFive tools to detect audio deepfakes - factcheckhub.com

Monetization
6/10

Clear willingness to pay at both consumer and enterprise tiers: Resemble AI charges $0.03–$0.07/sec for detection and the Deepfake Detection API offers $99/mo Pro plans with enterprise contracts, while newsrooms have dedicated budgets for verification tooling.Resemble AI Pricing | UsagePricingPricing | Deepfake Detection API — Free, Pro, Enterprise

Longevity
8/10

Cat-and-mouse dynamic with generative AI improvements, regulatory pressure (EU AI Act, election integrity), and rising incident counts create durable, compounding demand for provenance tooling.Top 10 Deepfake Audio Detection Tools for 2025 - Resemble AIAudio Deepfake Detection Software Market

Feasibility
6/10

Building a usable MVP is feasible by wrapping existing detection APIs (Resemble, Deepfake Detection API) or open models like AASIST, but production-grade accuracy on compressed/codec-stripped audio remains technically hard and requires constant model retraining.Top 10 Deepfake Audio Detection Tools for 2025 - Resemble AI

Audio-Anchored Fusion of Multi-Ratio DiT Reconstruction Residuals for Cross-Domain Audio Deepfake DetectionarXiv cs.AI · 2026-07-31 (today)