Published onMay 2, 2026Transcribing 40,000 WhatsApp Voice Notes with Groq WhisperwhispergroqsqliteffmpegwhatsapptranscriptionpipelineHow we built a batch audio transcription pipeline for 47,000 WhatsApp voice notes and videos — multilingual Southeast Asian speech, resume-safe, $19 total cost.