atlas/tickets/backlog/TICKET-007_train-custom-wake-word.md
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: Train or Configure Custom Wake-Word
## Ticket Information
- **ID**: TICKET-007
- **Title**: Train or Configure Custom Wake-Word "Hey Atlas"
- **Type**: Feature
- **Priority**: Medium
- **Status**: Backlog
- **Track**: Voice I/O
- **Milestone**: Milestone 2 - Voice Chat MVP
- **Created**: 2024-01-XX
## Description
Train or configure the custom "Hey Atlas" wake-word:
- Collect audio samples for "Hey Atlas"
- Train model if using openWakeWord's training pipeline
- Configure wake-word if using pre-trained engine
- Test detection accuracy
## Acceptance Criteria
- [ ] Audio samples collected for "Hey Atlas"
- [ ] Model trained or configured
- [ ] Wake-word detection working with custom phrase
- [ ] Accuracy tested in quiet and noisy environments
- [ ] Model file saved and versioned
## Technical Details
Process depends on selected engine:
- openWakeWord: Training pipeline with collected samples
- Porcupine: Custom wake-word creation via their platform
- Other: Follow engine-specific process
## Dependencies
- TICKET-005 (engine selection)
- TICKET-006 (prototype node) - for testing
## Related Files
- `home-voice-agent/wake-word/models/` (to be created)
- `family-agent-config/wake-word-samples/` (to be created)
## Notes
May require multiple iterations to achieve good accuracy. False positive tuning comes next.