Clinician‑Guided Voice Capture
Simple, comfortable voice recording guided by clear prompts—ideal for remote pre‑screening and clinic intake.
Vocal Health Biomarkers
Pioneering Vocal Health Biomarkers
Echo‑Vitals is an AI system that analyzes vocal signals to surface clinically relevant biomarkers—non‑invasively and at scale.
Backstory
The Voice as a Rich Source of Biological Data
The human voice carries subtle acoustic patterns that can act as powerful biomarkers—potentially indicating respiratory illness, vocal cord pathologies, or even early-stage neurodegenerative conditions. By tapping into this data, we can enable non‑invasive, accessible, and low‑cost screening tools deployable remotely for proactive and preventative care.
Built for People, Guided by Clinicians
Echo‑Vitals keeps humans at the center—comfortable capture, careful processing, and readable insights for real decisions.
Studio‑Quality Processing
Clean signal processing built for real‑world voices—denoise, normalize, and prepare for robust biomarker analysis.
Explainable Insights for Care
Transparent model outputs your care team can trust—saliency overlays and factor breakdowns that make sense.
Technology
Processing Pipeline
Built for clinical interpretability: engineered vocal features + spectrogram‑native neural networks.
01
Capture & Pre‑processing
We denoise and normalize raw audio, segment vowels, and align frames. This prepares stable inputs for robust analysis.
02
Feature Engineering
We compute clinically relevant features like jitter, shimmer, harmonics‑to‑noise ratio (HNR), and vocal formants.
03
Spectrograms + Models
We transform audio into mel‑spectrograms and feed them to purpose‑built CNNs or Audio Transformers for classification.
04
Evaluation & Calibration
Metrics, calibration, and error analysis ensure reliable predictions and reduce dataset shifts impacting generalization.
05
Inference & Confidence
At inference, we compute predictions with calibrated confidence scores for safer triage and downstream workflows.
From Voice to Biomarkers
Data flows from raw audio through feature computation and spectrogram modeling to interpretable outputs.
Transparent, Inspectable Models
Explanations overlay attributions on time‑frequency space to expose which patterns influence predictions.
Interpretability
Explainable AI, Made Clear
Saliency over spectrograms and feature attributions you can trust.
- • Region‑based saliency on mel‑spectrograms
- • Feature importance: jitter, shimmer, HNR, formants
- • Confidence‑aware overlays for fast triage
Ready to Revolutionize Preventative Healthcare?
Discover how Echo‑Vitals integrates into research and clinical workflows to unlock non‑invasive screening.
Simple, transparent pricing
Choose a plan that scales with you. No hidden fees — cancel anytime.
Starter
Get started with the essentials
Free
- Up to 3 projects
- Community support
- Basic analytics
- Email summaries
Pro
Most popularAdvanced tools for growing teams
₹ 500/month
- Unlimited projects
- Priority support
- Advanced analytics
- Custom reports
- Usage-based alerts
Enterprise
Security, scale, and support
₹ 1000/month
- SSO and compliance
- Dedicated manager
- 99.9% uptime SLA
- Custom onboarding
- Security reviews
Prices in USD. Taxes may apply. You can change or cancel your plan at any time.