System Capabilities Overview

PulmoForge is engineered to identify synthetic speech vectors, isolate manipulation anomalies, and map vocal liveness layers to verify authenticity in voice communications.

Core Capabilities
01
Liveness Mapping

Scans incoming speech waveforms for sub-vocal markers and respiratory anomalies unique to biological production paths.

02
Artifact Extraction

Isolates high-frequency processing traces and anomalies generated during neural text-to-speech vocoder compilation.

03
Codec Optimization

De-noises audio signals dynamically to maintain processing stability through degraded 32kbps VoIP configurations.

04
Continuous Evaluation

Generates structural window outputs continuously, monitoring active signals for deepfake handoffs mid-session.

05
Ensemble Processing

Fuses features derived from multi-layer spectral models into a definitive centralized risk assessment framework.

06
API Accessibility

Engineered around programmatic integration layouts to stream vector payloads directly into modern internal infrastructure.

Detection Workflow
Upload Audio

Target waveforms or streaming signals enter the extraction boundary layer pipeline securely.

Feature Extraction

The processing architecture strips away noise vectors and isolates fundamental acoustic frames.

Model Analysis

Ensemble networks crosscheck extracted acoustic markers against biological voice baselines.

Risk Assessment

The analysis matrix builds a continuous risk rating metric mapping generation likelihood.

User Feedback

The operational layer routes metadata logs to interfaces for programmatic review protocols.

What PulmoForge Can Analyze
Audio Files

Processes standard localized sound recordings in raw formats including WAV, MP3, FLAC, and M4A structures.

Commercial Voice Clones

Evaluates complex vocal signatures produced by modern synthesis, fine-tuned cloning frameworks, and zero-shot voice engines.

Benchmark Datasets

Supports batch execution passes against common public evaluation matrices and custom private performance corpora.

Future Live Audio Streams

Research and architectural targeting aimed natively toward real-time stream validation across active conference platforms.

Use Cases
Fraud Prevention

Halts advanced identity spoofing vectors and automated impersonation loops aimed directly at remote financial verification environments.

Media Verification

Provides reliable auditing controls for investigative teams parsing unverified digital reports and questionable audio sources.

Enterprise Security

Integrates secondary confidence layers directly into remote operating pipelines to secure high-tier access controls.

Research & Education

Provides testing benches to monitor structural performance thresholds across evolving voice replication tools.

Current Development Status
Audio Upload Analysis
Functional localized processing interface active across multiple source formats.
Risk Scoring
Ensemble metric output engine delivering integrated threat verification levels.
Benchmark Testing
Validation processing cycles verified against core adversarial model sets.
Browser Extension Prototype
Active research development targeting localized web-audio frame capture layers.
Expanded Dataset Pipeline
Iteratively scaling cross-platform audio profiles to reinforce robustness.
Real-Time Detection
Engineering concurrent low-latency streaming pipelines for live meetings.
Looking Ahead

PulmoForge is focused on expanding detection coverage, improving robustness against emerging voice models, and developing tools that help preserve trust in digital communication.

Be first when we launch.

Beta distribution slots go to waitlist accounts first—no notification noise, just a deployment signal when the system is ready.