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
May 29, 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.
Deep Recurrent Learning for Bayesian State Estimation of Autonomous Six Degree-of-Freedom Optical Lunar Lander
PF-AAE: tracking of 3D object pose via particle filtering (PF) and augmented autoencoders (AAE) -- demo repo
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