Spiron TechnologySPIRON
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The SPIRON detection engine

The deepfake detection engine for sensitive audio

Detect AI-cloned and manipulated speech across calls, media and uploads — in real time, on your own infrastructure.

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HOW IT WORKS

From audio to verdict, in real time

01

Audio Input

Drag-and-drop, upload, or capture a live call or stream. SPIRON ingests common codecs and channels — no pre-processing required.

02

AI Analysis

Multiple acoustic models scan thousands of micro-signals per second to isolate the synthesis artifacts legacy tools miss.

03

Instant Verdict

A clear authentic-or-synthetic decision with a confidence score — returned the moment analysis completes.

EXPLAINABILITY

Not a black box. A verdict you can audit.

Audio is analysed in short overlapping windows of about four seconds. Every window gets its own verdict and confidence, so you see exactly where synthetic speech appears — second by second — with a full evidence trail. Mixed or partial deepfakes are caught, not averaged away.

inbound_call_8821.wav · window-by-window
Synthetic Authentic
Authentic ◀ ───colour depth = confidence─── ▶ Synthetic
AUTH−8.8
AUTH−7.8
SYNTH+7.6
SYNTH+9.2
SYNTH+8.6
SYNTH+8.0
AUTH−6.4
SYNTH+8.8
SYNTH+9.4
0:00
0:04
0:08
0:12
0:16
0:20
0:24
0:28
0:32
A 36-second clip, analysed in overlapping ~4-second windows. Overall verdict: synthetic (partial)
ROBUSTNESS & COVERAGE

Holds up in the real world

Major attack types

Detects TTS, voice conversion, and replay attacks.

Independent of conditions

Designed to work across channels, codecs and languages

Degraded phone audio

Works on 8 kHz, compressed telephone audio.

Acoustic, not transcription

Catches what humans and legacy tools miss.

OUTPUT & INTEGRATION

One request, one structured verdict

A single JSON verdict: authentic / synthetic + confidence + metadata + evidence.
REST and gRPC APIs, with real-time bidirectional streaming.
Backpressure-aware streams for high-throughput pipelines.
OpenAPI 3.1 Webhooks SDKs: Python · Go · Java
detect.json
POST /v1/detect  (audio=@call.wav)

{
  "verdict": "synthetic",
  "confidence": "high",
  "attack_type": "voice_conversion",
  "windows": [
    { "t": "0:00", "label": "authentic" },
    { "t": "0:08", "label": "synthetic" }
  ],
  "evidence_uri": "/v1/reports/8821"
}
DEPLOYMENT

Runs entirely on your infrastructure — your audio never leaves your network.

RECOMMENDED

On-premise / air-gapped

Full data residency, regulation-friendly. Nothing ever leaves your perimeter.

ALSO AVAILABLE

Private cloud / hybrid

Run in your own VPC or split workloads across on-prem and cloud.

ALSO AVAILABLE

REST / gRPC API

Call a managed endpoint when you don't need local hosting.

On-premise & security

See it on your own audio

Bring your hardest samples — authentic or synthetic — and watch SPIRON call it, window by window.

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ALSO FROM SPIRON · SEPARATE PRODUCT

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Voice analysis, emotion detection and automated reporting for modern call centers.

Voice analysis
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Automated reporting
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