ilia/atlas

ilia 7c633a02ed Initialize project structure with essential files and documentation

- Added .cursorrules for project guidelines and context
- Created README.md for project overview and goals
- Established ARCHITECTURE.md for architectural documentation
- Set up tickets directory with initial ticket management files
- Included .gitignore to manage ignored files and directories

This commit lays the foundation for the Atlas project, ensuring a clear structure for development and collaboration.

2026-01-05 20:09:44 -05:00

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Ticket: Wake-Word False Positive/Negative Tuning

Ticket Information

ID: TICKET-008
Title: Wake-Word False Positive/Negative Tuning
Type: Enhancement
Priority: Medium
Status: Backlog
Track: Voice I/O
Milestone: Milestone 2 - Voice Chat MVP
Created: 2024-01-XX

Description

Tune wake-word detection for production use:

Adjust sensitivity and thresholds
Log all detection events (true and false)
Test in noisy home environment
Optimize balance between false positives and false negatives
Document optimal settings

Acceptance Criteria

Sensitivity/threshold parameters configurable
Event logging implemented
Tested in various home noise conditions
False positive rate acceptable (< 1 per hour)
False negative rate acceptable (< 5%)
Optimal settings documented

Technical Details

Tuning approach:

Parameterize sensitivity settings
Log all events with timestamps and audio snippets
A/B test different threshold values
Monitor over extended period in real environment

Dependencies

TICKET-006 (prototype node)
TICKET-007 (custom wake-word)

home-voice-agent/wake-word/config/ (to be created)

Notes

This is an iterative process that may continue after MVP. Initial tuning should achieve reasonable performance.

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