Learning to Walk in the Park I had this piano teacher who used to make me do the wildest things - play with my arms crossed, in the dark, sometimes even blindfolded. It sounds ridiculous, but the logic was clear: if I could handle those chaotic challenges, then performing under
August 02, 2025Legit or Just Lucky? Confusion Matrix This matrix is encouraging. Most key predictions land cleanly on the diagonal — meaning the model is mostly getting things right. There’s some confusion between C and Eb, and a bit around Ab, but these are musically adjacent and share many pitches. That kind
July 11, 2025Key Detection Progress I spent today improving my key classification project and got some pretty decent results! The model is trained to recognize the musical key of audio clips using features like chroma, tonnetz, and spectral contrast. I also made sure the top-3 predictions are returned with confidence scores, which
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