BeatNet is state-of-the-art (Real-Time) and Offline joint music beat, downbeat, tempo, and meter tracking system using CRNN and particle filtering. (ISMIR 2021's paper implementation).
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Updated
Apr 19, 2024 - Python
BeatNet is state-of-the-art (Real-Time) and Offline joint music beat, downbeat, tempo, and meter tracking system using CRNN and particle filtering. (ISMIR 2021's paper implementation).
Artificial Intelligence + Deep Learning
Probabilistic programming in Rust, with modeling and inference separated by a Generative Function Interface (GFI).
Source code for reproducing results in several papers related to particle filtering
R Package: Routines for the analysis of passive acoustic telemetry data (Lavender et al., 2023).
Experiments for online learning and data assimilation for time series data.
PF-AAE: tracking of 3D object pose via particle filtering (PF) and augmented autoencoders (AAE) -- demo repo
Deep Recurrent Learning for Bayesian State Estimation of Autonomous Six Degree-of-Freedom Optical Lunar Lander
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