Mirco Pezzoli (m-pexx)

m-pexx

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Company:Politecnico di Milano

Location:Milan

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polimi-ispl

Mirco Pezzoli's starred repositories

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6DRIR-DL

6 DoF Directional Room Impulse Response (RIR) with Dense Loudspeaker Grid

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SoundingBodies

We present a model that can generate accurate 3D sound fields of human bodies from headset microphones and body pose as inputs.

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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, ... 🧠

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RR-CG

Reduced rank sound zone control using conjugate gradient method

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auraloss

Collection of audio-focused loss functions in PyTorch

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RIRIS

RIRIS is the MATLAB implementation of room impulse response interpolation using fast shearlet transforms.

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PhySO

Physical Symbolic Optimization

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paper_templates

Repository for paper templates in ISMIR Proceedings

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ddrm

[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

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sphstat

A Python 3 package for spherical statistics

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convolutional_plane_waves

Convolutional plane wave model for sound field reconstruction

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CQHC-Python

Constant-Q harmonic coefficients (CQHCs), a timbre feature designed for music signals.

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Spherical-Harmonic-Transform

A collection of MATLAB routines for the Spherical Harmonic Transform and related manipulations in the spherical harmonic spectrum.

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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

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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

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ReTiSAR

Real-Time Spherical Array Renderer for binaural reproduction in Python

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ISCLP-KF

Integrated sidelobe cancellation and linear prediction Kalman filter for joint multi-microphone speech dereverberation, interfering speech cancellation, and noise reduction.

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sound-field-neural-network

A deep-learning-based method for sound field reconstruction

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DNP

Audio Denoising with Deep Network Priors

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SOFAtoolbox

SOFA Toolbox (API for Matlab, Octave)

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mpm

Simple Matlab package management inspired by pip

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OptimizedVelvetDecorrelators

Matlab Code for Schlecht, S., Alary, B., Välimäki, V., Habets, E. (2018). Optimized velvet-noise decorrelator Proc. Int. Conf. Digital Audio Effects (DAFx)

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sound-source-directivities

Database of Spherical Harmonic Representations of Sound Source Directivities

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SoundSourceSeparation

The code for multi-channel source separation and dereverberation such as FastMNMF1, FastMNMF2, and AR-FastMNMF2.

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nmf-toolbox

Toolbox for performing Non-negative Matrix Factorization (NMF) and several variants

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