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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.