I'm not a programmer, but I tried four vibe coding tools to see if I could build anything at all on my own. Here's what I did and did not accomplish.

This repository provides a baseline for the CCF-AATC 2025 Challenge Track 1, which aims to do speech restoration under multiple distortions: Acoustic Degradation: (Noise & Reverberation) Signal Chain ...

You have a small, mostly static corpus (e.g., a few hundred to a few thousand chunks). You want zero‑infrastructure local retrieval with fast, predictable latency. You’re assembling “infinite few‑shot ...