Pioneering AR and VR
Multi pitch recognition
Our in house ML models can estimate pitch and extract chords from audio streams, on the fly, in realtime.
Object pose estimation
Our proprietary models can estimate the 3d position and orientation of real instruments from a single photograph. The algorithms are trained using a mix of real and synthetic data, and can work with reflective surfaces and repeating patterns.
We've developed new machine learning algorithms that can synthesize novel and kinematically accurate 3d musical performance from raw audio files, for the use in education and AR / VR.
3D Animation Pipeline
Our tools can perform advanced full body and hand inverse kinematics to fit the same 3d musical performance to different avatars. Our tools can also analyse, compress, clean and time-remap 3d captured musical performances using complex algorithms and machine learning.
Music notation rendering, in 3D
We've built a rock solid notation rendering engine, that can be used to display music scores in 3D and inside virtual environments, including AR / VR.
World’s largest library of 3d performances
We've built an in-house 3d motion capture studio and spent years doing all the pain staking work of capturing, cleaning and labeling 3d performances for the world’s most popular and iconic musical pieces, and from genres including classical, pop and jazz.