Free TouchDesigner 2025.32280+ Component: last beat standing AI Real-Time Beat Detection (imihailidis)

Overview

imihailidis shares last beat standing in the Derivative community Asset section, a real-time beat tracking component for TouchDesigner that uses LSTM neural networks and a Dynamic Bayesian Network beat tracker. It is written in pure numpy and the neural network weights are embedded in the tox's Virtual File System, so it works with stock TouchDesigner without conda, pip or external packages.

After an audio CHOP such as Audio Device In or Audio File In is connected, the component outputs a single CHOP with beat, bpm, phase and breakdown channels. The post lists TouchDesigner 2025.32280+ as the requirement, tested on Windows 11 and macOS 15.5, and td_lastBeatStanding.tox (870.91 KB) is a free direct download.