atlas/tickets/backlog/TICKET-012_asr-benchmarking.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: Benchmark ASR Latency and Quality
## Ticket Information
- **ID**: TICKET-012
- **Title**: Benchmark ASR Latency and Quality
- **Type**: Testing
- **Priority**: Medium
- **Status**: Backlog
- **Track**: Voice I/O
- **Milestone**: Milestone 2 - Voice Chat MVP
- **Created**: 2024-01-XX
## Description
Benchmark ASR performance:
- Compare medium vs small models
- Quantify latency on 1050 vs 4080 (if applicable)
- Measure accuracy on test audio samples
- Document performance characteristics
## Acceptance Criteria
- [ ] Benchmark suite created
- [ ] Latency measured for different model sizes
- [ ] Accuracy measured on test set
- [ ] Performance documented
- [ ] Optimal configuration selected
## Technical Details
Benchmarks should measure:
- End-to-end latency (audio in → text out)
- Word error rate (WER)
- Resource usage (CPU/GPU/memory)
- Throughput (concurrent requests)
## Dependencies
- TICKET-010 (ASR service)
- TICKET-011 (API contract)
## Related Files
- `home-voice-agent/asr/benchmarks/` (to be created)
## Notes
Can be done after initial implementation. Helps optimize for production.