A deeper look at the pipeline.
Upload an audio/video file or paste a URL. Large files are handled server-side.
We transcribe (chunking if needed) to produce time-coded segments.
An LLM flags spans with clear sponsorship cues (e.g., “sponsored by”, promo codes, or explicit buy/download CTAs).
We generate concise bullets plus key takeaways.
FFmpeg removes ad spans and exports the ad-free result. You can play it and download it.