ilia
7c633a02ed
- 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.
52 lines
1.3 KiB
Markdown
52 lines
1.3 KiB
Markdown
# Ticket: Wake-Word False Positive/Negative Tuning
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## Ticket Information
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- **ID**: TICKET-008
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- **Title**: Wake-Word False Positive/Negative Tuning
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- **Type**: Enhancement
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- **Priority**: Medium
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- **Status**: Backlog
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- **Track**: Voice I/O
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- **Milestone**: Milestone 2 - Voice Chat MVP
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- **Created**: 2024-01-XX
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## Description
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Tune wake-word detection for production use:
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- Adjust sensitivity and thresholds
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- Log all detection events (true and false)
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- Test in noisy home environment
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- Optimize balance between false positives and false negatives
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- Document optimal settings
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## Acceptance Criteria
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- [ ] Sensitivity/threshold parameters configurable
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- [ ] Event logging implemented
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- [ ] Tested in various home noise conditions
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- [ ] False positive rate acceptable (< 1 per hour)
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- [ ] False negative rate acceptable (< 5%)
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- [ ] Optimal settings documented
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## Technical Details
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Tuning approach:
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- Parameterize sensitivity settings
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- Log all events with timestamps and audio snippets
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- A/B test different threshold values
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- Monitor over extended period in real environment
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## Dependencies
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- TICKET-006 (prototype node)
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- TICKET-007 (custom wake-word)
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## Related Files
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- `home-voice-agent/wake-word/config/` (to be created)
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## Notes
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This is an iterative process that may continue after MVP. Initial tuning should achieve reasonable performance.
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