Ddishainaudioseparation.hashnode.dev·Apr 29 · 5 min readBeyond Black Boxes: Architecting a Text-Guided Audio SeparatorWe’ve spent the last decade teaching machines to understand pixels, paragraphs, and polygons. But audio? We still treat it like a sealed container. You get one file. One mix. If you want just the bass20
Ddishaind1shasaini.hashnode.dev·Apr 29 · 6 min readMy Baseline Broke: What an 18% Accuracy Gap Taught Me About Deep LearningRecently, I set out to reproduce a standard CNN baseline on CIFAR-10. It was supposed to be a warm-up. A "hello world" for my semester project. I wrote the code, grabbed the dataset, and queued up fou20
Ddishainjananivani.hashnode.dev·Apr 28 · 4 min readBuilding JananiVaani : Voice-first maternal care for the 60% of rural women without smartphonesEvery 15 minutes, a woman in India dies during childbirth. Let that sink in. This is not a statistic from a bygone era. This is our reality today. And for every mother we lose, countless more suffer f43ASS
