Custom industrial collection
Warehouse voice data for multilingual speech systems in real operating noise
Collect the short commands, confirmations, numbers, item codes, accents, headsets, and noise conditions that voice-picking and industrial speech systems encounter on the floor.
Free sample: Tell us your language, headset, and operating environment. The team selects a matching noisy-command example and sends it manually within 48 hours, free of charge.
Collection specification
- Speech
- Commands, confirmations, quantities, locations, item codes, corrections, and exception flows
- Environment
- Machinery, forklifts, conveyors, cold storage, PPE, distance, and Lombard speech
- Devices
- Target headsets, microphones, push-to-talk, or matched re-recording paths
- Coverage
- Native and non-native accents, roles, shifts, and language mixes
- Delivery
- Audio, transcripts, command labels, metadata, and optional held-out stress test
- Pricing
- Custom, scoped to your conditions
Short operational speech exposes different errors
A one-word location code or quantity has little linguistic context to rescue a recognition error. The data specification therefore needs hard contrasts, spoken numbers, letter sequences, device variation, and the noise conditions that mask consonants.
The first collection can be a small evaluation set used to identify the weakest accents, commands, and environments before a larger training order.
This offer is not the right fit when
- You are shopping for warehouse management or voice-picking software rather than training data.
- Clean read speech is representative of your operating floor.
- You cannot provide a command vocabulary or target device profile.
Get a free sample
- Your details
- Your project
- Verify
Three short steps. The team then follows up manually within 48 hours, and confirms volume, rights, QA, and delivery if you want the scope priced.
Would rather talk it through first? Price a warehouse collection
Prepare the brief
Bring a specification your vendors can price consistently
Use the free worksheet to define coverage, rights, delivery fields, held-out rules, and acceptance tests before requesting a collection plan.
Buyer documentation
Specimen data card and provenance structure, evaluation brief template, and acceptance and held-out questions.
Guides for this decision
Need a scoped collection plan? Send the language, channel, volume, annotation, and timing you know. The quote form opens directly in project-brief mode.