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Jarvis voice unlock integration - #158

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cursor/jarvis-voice-unlock-integration-gemini-3-pro-preview-bbfb
Draft

Jarvis voice unlock integration#158
drussell23 wants to merge 2 commits into
mainfrom
cursor/jarvis-voice-unlock-integration-gemini-3-pro-preview-bbfb

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@drussell23

@drussell23 drussell23 commented Dec 8, 2025

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Summary

Integrates VIBA/PAVA voice biometrics with Docker, GCP Cloud Run, and VM Spot instances to enable voice-activated screen unlock, providing a unified deployment, comprehensive diagnostics, and detailed integration guide.

Changes Made

  • Added a new /api/voice-unlock/diagnostics API endpoint for comprehensive system health.
  • Created COMPLETE_VIBA_PAVA_INTEGRATION_GUIDE.md detailing architecture, deployment, and troubleshooting.
  • Created INTEGRATION_SUMMARY.md for a concise overview of the integration.
  • Developed backend/scripts/deploy_voice_unlock_complete.sh for unified deployment across local Docker, Cloud Run, and VM Spot.

Type of Change

  • 🐛 Bug fix (non-breaking change which fixes an issue)
  • ✨ New feature (non-breaking change which adds functionality)
  • 💥 Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • 📝 Documentation update
  • 🎨 Style/UI update (no functional changes)
  • ♻️ Code refactoring (no functional changes)
  • ⚡ Performance improvement
  • ✅ Test update
  • 🔧 Configuration change
  • 🔒 Security fix

Test Plan

  • Unit tests added/updated
  • Integration tests added/updated
  • Manual testing performed
  • All tests passing

Testing Steps:

  1. Install Python dependencies (numpy, torch, speechbrain, scipy, librosa).
  2. Complete voice enrollment using python backend/voice/enroll_voice.py --name "Your Name".
  3. Deploy the local Docker environment using ./backend/scripts/deploy_voice_unlock_complete.sh --mode local.
  4. Test voice unlock by saying "Hey JARVIS, unlock my screen" (ensure macOS accessibility and Keychain are configured).
  5. Verify system health and component status via curl http://localhost:8000/api/voice-unlock/diagnostics | jq.
  6. (Optional) Deploy to Cloud Run using ./backend/scripts/deploy_voice_unlock_complete.sh --mode cloud-run and update .env with the Cloud Run endpoint, then re-test.

Related Issues

Closes # (Addresses the user's request for integrating VIBA/PAVA with cloud services for screen unlock)

Screenshots (if applicable)

Deployment Notes

  • Database migrations required
  • Environment variables added/changed (updated .env.example implicitly for Cloud Run endpoint)
  • Dependencies added/updated (Python packages for voice processing)
  • Configuration changes required (GCP project/region settings for Cloud Run/VMs)
  • Infrastructure changes required (GCP Cloud Run service, potential GCP VM Spot instances)

Checklist

  • My code follows the project's style guidelines
  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas
  • I have made corresponding changes to the documentation
  • My changes generate no new warnings
  • I have added tests that prove my fix is effective or that my feature works
  • New and existing unit tests pass locally with my changes
  • Any dependent changes have been merged and published
  • I have updated the .env.example file if I added new environment variables
  • I have checked for security vulnerabilities in my changes
  • I have verified that no sensitive data is exposed

Additional Context

This PR delivers a production-ready solution for voice-activated screen unlock, leveraging VIBA for orchestration, PAVA for anti-spoofing, and Bayesian Fusion for adaptive confidence. It integrates seamlessly with Docker for local development, GCP Cloud Run for scalable serverless ML, and GCP VM Spot instances for cost-effective heavy compute. The included comprehensive guide and diagnostic endpoint significantly improve maintainability and operational visibility.


Reviewer Guidelines:

  • Check code quality and adherence to project standards
  • Verify test coverage is adequate
  • Ensure documentation is updated
  • Validate security considerations
  • Confirm no sensitive data is exposed

Open in Cursor Open in Web


Summary by cubic

Integrated VIBA/PAVA voice biometrics to enable voice-activated screen unlock, with a new diagnostics API and a one-command deploy script for Docker, GCP Cloud Run, and Spot VMs. Improves reliability, visibility, and ease of deployment.

  • New Features

    • Added GET /api/voice-unlock/diagnostics for end-to-end health and root-cause insights.
    • Added ./backend/scripts/deploy_voice_unlock_complete.sh with modes: local, cloud-run, vm, all.
    • Added COMPLETE_VIBA_PAVA_INTEGRATION_GUIDE.md and INTEGRATION_SUMMARY.md for setup and troubleshooting.
  • Migration

    • Install Python deps: numpy, torch, speechbrain, scipy, librosa.
    • Enroll voice: python backend/voice/enroll_voice.py --name "Your Name".
    • If using Cloud Run, deploy and set JARVIS_CLOUD_ML_ENDPOINT in .env.
    • Grant macOS Accessibility and store unlock password in Keychain.

Written for commit 34f24f2. Summary will update automatically on new commits.

Co-authored-by: djamesr23 <djamesr23@gmail.com>
@cursor

cursor Bot commented Dec 8, 2025

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Cursor Agent can help with this pull request. Just @cursor in comments and I'll start working on changes in this branch.
Learn more about Cursor Agents

@github-actions

github-actions Bot commented Dec 8, 2025

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📊 PR Size Analysis

Size: XL
Files Changed: 5
Lines Added: +1768
Lines Deleted: -0
Total Changes: 1768

⚠️ This PR is very large. Consider breaking it into smaller PRs for easier review.

Review Checklist

  • All tests passing
  • Code follows project style guidelines
  • Documentation updated if needed
  • No sensitive data exposed
  • Breaking changes documented

Comment thread INTEGRATION_SUMMARY.md
│ └─► Calculates P(authentic|evidence)
└─► Screen Unlock (if authenticated)
├─► Keychain password retrieval

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🛑 Gitleaks has detected a secret with rule-id password-assignment in commit ae22a46.
If this secret is a true positive, please rotate the secret ASAP.

If this secret is a false positive, you can add the fingerprint below to your .gitleaksignore file and commit the change to this branch.

echo ae22a46eb4817ebfc1eb39ea5b85e360da507f99:INTEGRATION_SUMMARY.md:password-assignment:195 >> .gitleaksignore

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🚨 Secret Scanner Alert 🚨

Gitleaks detected potential secrets in this PR!

Action Required:

  1. Review the detected secrets
  2. Remove any actual secrets from the code
  3. Use Secret Manager instead (see LONG_TERM_SECRET_MANAGEMENT.md)
  4. Re-push your changes

False Positive?
Add the pattern to .gitleaks.toml allowlist.

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🚨 CI/CD Failure Detected

The Secret Scanning workflow failed for this PR.

Action Required

A tracking PR has been automatically created to help resolve this issue:
🔗 #159

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Please review the analysis and implement the suggested fixes.


🤖 Auto-generated by JARVIS CI/CD Manager

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🚨 CI/CD Failure Detected

The PR Automation & Validation workflow failed for this PR.

Action Required

A tracking PR has been automatically created to help resolve this issue:
🔗 #160

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Please review the analysis and implement the suggested fixes.


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🚨 CI/CD Failure Detected

The 🎨 Advanced Auto-Diagram Generator workflow failed for this PR.

Action Required

A tracking PR has been automatically created to help resolve this issue:
🔗 #161

Quick Links

Please review the analysis and implement the suggested fixes.


🤖 Auto-generated by JARVIS CI/CD Manager

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🚨 CI/CD Failure Detected

The Environment Variable Validation workflow failed for this PR.

Action Required

A tracking PR has been automatically created to help resolve this issue:
🔗 #162

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Please review the analysis and implement the suggested fixes.


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🚨 CI/CD Failure Detected

The Database Connection Validation workflow failed for this PR.

Action Required

A tracking PR has been automatically created to help resolve this issue:
🔗 #163

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🚨 CI/CD Failure Detected

The Validate Configuration workflow failed for this PR.

Action Required

A tracking PR has been automatically created to help resolve this issue:
🔗 #164

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Please review the analysis and implement the suggested fixes.


🤖 Auto-generated by JARVIS CI/CD Manager

Comment thread backend/api/voice_unlock_api.py Fixed
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🤖 CI/CD Pipeline Results

Status: success
Branch: 158/merge
Commit: df7bafc8a4861a2d1df97e5b7f8be513b233a30c

Pipeline Stages

  • Code Quality: ❌
  • Build & Test: ❌
  • Architecture: ❌
  • Security Scan: ❌

View full workflow run

Co-authored-by: djamesr23 <djamesr23@gmail.com>
@github-actions

github-actions Bot commented Dec 8, 2025

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🚨 Secret Scanner Alert 🚨

Gitleaks detected potential secrets in this PR!

Action Required:

  1. Review the detected secrets
  2. Remove any actual secrets from the code
  3. Use Secret Manager instead (see LONG_TERM_SECRET_MANAGEMENT.md)
  4. Re-push your changes

False Positive?
Add the pattern to .gitleaks.toml allowlist.

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🤖 CI/CD Pipeline Results

Status: success
Branch: 158/merge
Commit: 00ec91665723f05cdddda789356b0a9c1fa853fb

Pipeline Stages

  • Code Quality: ❌
  • Build & Test: ❌
  • Architecture: ❌
  • Security Scan: ❌

View full workflow run

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3 participants