Mirco Pezzoli's starred repositories
SoundingBodies
We present a model that can generate accurate 3D sound fields of human bodies from headset microphones and body pose as inputs.
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
paper_templates
Repository for paper templates in ISMIR Proceedings
convolutional_plane_waves
Convolutional plane wave model for sound field reconstruction
CQHC-Python
Constant-Q harmonic coefficients (CQHCs), a timbre feature designed for music signals.
Spherical-Harmonic-Transform
A collection of MATLAB routines for the Spherical Harmonic Transform and related manipulations in the spherical harmonic spectrum.
maximum-likelihood-DOA-estimation-method-in-the-spherical-harmonic-domain
A maximum likelihood direction of arrival estimation method for open-sphere microphone arrays in the spherical harmonic domain
sound-source-localization-algorithm_DOA_estimation
关于语音信号声源定位DOA估计所用的一些传统算法
sound-field-neural-network
A deep-learning-based method for sound field reconstruction
SOFAtoolbox
SOFA Toolbox (API for Matlab, Octave)
OptimizedVelvetDecorrelators
Matlab Code for Schlecht, S., Alary, B., Välimäki, V., Habets, E. (2018). Optimized velvet-noise decorrelator Proc. Int. Conf. Digital Audio Effects (DAFx)
sound-source-directivities
Database of Spherical Harmonic Representations of Sound Source Directivities
SoundSourceSeparation
The code for multi-channel source separation and dereverberation such as FastMNMF1, FastMNMF2, and AR-FastMNMF2.
nmf-toolbox
Toolbox for performing Non-negative Matrix Factorization (NMF) and several variants