# 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.