Training Data Collection
Strategii și tehnici pentru colectarea datelor necesare antrenării voice AI.
Collection Methods
Production Data
- • Conversation logging
- • User consent management
- • PII anonymization
- • Sampling strategies
Synthetic Data
- • Data augmentation
- • Scenario generation
- • Edge case simulation
- • Variație synthesis
External Sources
- • Public datasets
- • Crowd-sourcing
- • Partner data sharing
- • Industry benchmarks
Quality Control
- • Data validation
- • Duplicate removal
- • Noise filtering
- • Balance checking