Tag
#machine-learning
4 posts
Applied ai ml 6 min
CAIRN: Whisper for Ambient Sound
A Python CLI that classifies ambient sound in seconds — birds, wind, rain, footsteps, silence. 527 sound classes. One command. JSON sidecars that make your entire archive searchable.
cairn audio machine-learning
Foundations ai ml 10 min
How AI Chatbots Actually Work (No Math Required)
You've talked to ChatGPT. But what's actually happening under the hood? Here's how AI language models work — explained without a single equation.
ai llm chatgpt
Foundations ai ml 9 min
How Computers Hear: The Science of Audio Classification
Your phone can name a song in seconds. Here's the science behind audio classification — from sound waves to neural networks — explained without equations.
audio machine-learning spectrograms
Applied ai ml 18 min
Audio Fingerprinting at Scale: Building a 5-Second Ambient Sound Classifier
Cairn classifies ambient sounds in 5 seconds using PANNs Cnn14 — what took Shazam years of R&D, we built as a CLI tool. Here's the architecture.
audio machine-learning panns