Case Study: Leading Tech Company achieves 200k+ multilingual key-phrase collection for automotive voice-activated systems with Shaip

Over 200k key phrases/prompts collected in 12 Global Languages

Leading Tech Company, a global leader in conversational intelligence, needed to train voice-activated systems for automotive partners with branded key phrases under tight technical and timeline constraints. They required collection of 200k+ prompts across 12 languages from 2,800+ native speakers, strict 16kHz/16-bit PCM mono WAV audio specs, background-noise limits, demographic balance to reduce bias, and delivery within a 35–37 week window, so they engaged Shaip for Key phrase/Prompts Audio Collection.

Shaip delivered the solution by collecting over 200k branded key phrases in 12 global languages from ~2,800 speakers, capturing 20 variations per phrase, enforcing 16kHz/16-bit PCM mono WAV format with noise ≤40dB, and maintaining a 50/50 gender balance and joint quality checks with re-records at no cost; the project was completed within the targeted timeline. By providing this validated, diverse dataset, Shaip enabled improved context and intent recognition in the customer’s voice models, supporting better in-car voice UX, stronger brand recall, and competitive differentiation for automotive partners.