---
title: "disha (@d1shaa) | Hashnode"
description: "disha (@d1shaa) writes on Hashnode. Read their latest articles and follow their work."
url: "https://hashnode.com/@d1shaa"
---

@d1shaa

# disha

@d1shaa · Joined April 2026

### [Beyond Black Boxes: Architecting a Text-Guided Audio Separator](https://audioseparation.hashnode.dev/beyond-black-boxes-architecting-a-text-guided-audio-separator?utm_source=hashnode&utm_medium=feed)

We’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 bass

5 min read · [audioseparation.hashnode.dev](https://audioseparation.hashnode.dev/beyond-black-boxes-architecting-a-text-guided-audio-separator?utm_source=hashnode&utm_medium=feed)

[1](https://hashnode.com/posts/beyond-black-boxes-architecting-a-text-guided-audio-separator/69f236fd6e0124c05e36f8a1) [Apr 29](https://hashnode.com/posts/beyond-black-boxes-architecting-a-text-guided-audio-separator/69f236fd6e0124c05e36f8a1)

### [My Baseline Broke: What an 18% Accuracy Gap Taught Me About Deep Learning](https://d1shasaini.hashnode.dev/my-baseline-broke-what-an-18-accuracy-gap-taught-me-about-deep-learning?utm_source=hashnode&utm_medium=feed)

Recently, 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 fou

6 min read · [d1shasaini.hashnode.dev](https://d1shasaini.hashnode.dev/my-baseline-broke-what-an-18-accuracy-gap-taught-me-about-deep-learning?utm_source=hashnode&utm_medium=feed)

[Apr 29](https://hashnode.com/posts/my-baseline-broke-what-an-18-accuracy-gap-taught-me-about-deep-learning/69f1f1ac6e0124c05ef5d838)

### [Building JananiVaani : Voice-first maternal care for the 60% of rural women without smartphones](https://jananivani.hashnode.dev/building-jananivaani-voice-first-maternal-care-for-the-60-of-rural-women-without-smartphones?utm_source=hashnode&utm_medium=feed)

Every 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 f

4 min read · [jananivani.hashnode.dev](https://jananivani.hashnode.dev/building-jananivaani-voice-first-maternal-care-for-the-60-of-rural-women-without-smartphones?utm_source=hashnode&utm_medium=feed)

[3](https://hashnode.com/posts/building-jananivaani-voice-first-maternal-care-for-the-60-of-rural-women-without-smartphones/69f127a610a70b3335057846) [Apr 28](https://hashnode.com/posts/building-jananivaani-voice-first-maternal-care-for-the-60-of-rural-women-without-smartphones/69f127a610a70b3335057846)