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Hyperplane

@hyperplane.bsky.social

Your weekly read. From POC to Production, at scale. 🫵 Follow our substack: thehyperplane.substack.com 👀 Our Ebook: hyperplane.gumroad.com/l/fine-tunin…

Posts Replies Media

Hyperplane @hyperplane.bsky.social · 02/04/2025

Finally made it! It’s been a long ride, but the first real STT guide for kids’ voices on edge devices is here. Check it out on Gumroad if you're curious! the link for the book mlvanguards.gumroad.com/l/fine-tunin... (it's free)

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Hyperplane @hyperplane.bsky.social · 26/03/2025

In less than 24 hours, we turned 5K messy files (from @kaggle.com) into a clean dataset of ~3.9K audio+transcription pairs. Here’s how: - Resample & filter (standardize to 16kHz, cut long/empty clips) - Auto-transcribe with SpeechBrain (ran it on CPU — I'm GPU poor 😅) 1/2

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Hyperplane @hyperplane.bsky.social · 24/03/2025

We're launching an ebook on 28th this week 😳 Regular speech-to-text tech struggles with kids’ voices since they’re higher-pitched and less predictable. We worked on that by creating a smaller, more accurate model that works well with children’s speech, even in noisy or low-power settings.

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Hyperplane @hyperplane.bsky.social · 24/03/2025

The principles of an indexing pipeline: 1/7

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