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Speech & Audio
AI-Based Audio Translation & Information Extraction
German-to-English audio translation with targeted information extraction using Whisper, Hugging Face, and RAG.
Overview
Pipeline that accepts German audio (MP3/WAV), transcribes via fine-tuned Whisper, translates to English via Hugging Face transformers, and extracts targeted insights using LLM + RAG.
The Problem
Compliance teams needed to extract structured data from German-language audio at scale.
The Solution
Built an end-to-end pipeline: Whisper for transcription, transformers for translation, RAG + LLMs for query-driven extraction.
Impact
Enabled English-language compliance review of German audio with high fidelity.