
Pianolyze
Learn any piano song using AI/ML, right in your browser!
What it does
Pianolyze transcribes piano recordings using AI that runs entirely in your browser. Drag and drop any MP3, WAV, FLAC, or M4A file and watch as the notes appear in real-time on a piano roll. Slow down playback to study difficult passages, zoom in to see exactly what's being played, and explore the harmonic choices of your favorite pianists. Perfect for jazz students, classical pianists, and anyone curious about music.
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I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
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