polimi-ispl / nah-khcnn
Repository of "A Physics-Informed Neural Network Approach for Nearfield Acoustic Holography"
☆16Updated 2 years ago
Alternatives and similar repositories for nah-khcnn:
Users that are interested in nah-khcnn are comparing it to the libraries listed below
- RIRIS is the MATLAB implementation of room impulse response interpolation using fast shearlet transforms.☆10Updated last year
- Deep generative models for extending the bandwidth of reconstructed room impulse responses corrupted by undersampling.☆11Updated 2 years ago
- Room Impulse Response reconstruction with Physics Informed Neural Networks☆29Updated last year
- A notebook for ML in acoustics in the course Advanced Acoustics (34860)☆9Updated last year
- Gaussian processes for sound field reconstruction☆21Updated 4 years ago
- Synthetic exterior acoustic scattering data and sample parsing code.☆15Updated 5 years ago
- Optimizing Source and Sensor Placement for Sound Field Control☆15Updated 2 years ago
- Tips for best practices with filterbanks☆38Updated last year
- Acoustic signal processing demos with jupyter notebooks☆13Updated last year
- Code for sound field predictions in domains with impedance boundaries. Used for generating results from the paper "Physics-informed neura…☆26Updated last year
- Dynamical Systems with JAX☆10Updated 2 months ago
- PFFDTD is an open-source FDTD simulator for 3D room acoustics☆97Updated last year
- A library for large-scale microphone array data simulation to solve deep learning tasks☆23Updated 4 months ago
- A multizone sound field control method to synthesize a desired amplitude (or magnitude) distributions over a target region with multiple …☆12Updated last year
- Unified interface to several hardware platforms used in acoustic measurements.☆26Updated 7 months ago
- 4 Hour cuSignal Tutorial - ICASSP 2021 Notebooks☆50Updated 3 years ago
- A python API for reading and writing SOFA files (https://www.sofaconventions.org/)☆25Updated 4 years ago
- Room acoustics simulator for multichannel microphone arrays☆53Updated last year
- An 1D optimal transport inspired loss function in the spectral domain. Can be used for improving frequency localization/estimation in dif…☆19Updated 11 months ago
- A list of toolboxes for acoustical beamforming.☆47Updated 8 months ago
- Unsupervised blind source separation of mixed images and sounds with variational auto-encoders.☆45Updated last year
- Acoustic impulse response generation using diffusion models☆69Updated last year
- Room Acoustics Impulse Response Generator using the Randomized Image Method (RIM)☆26Updated 2 years ago
- Real-Time Spherical Array Renderer for binaural reproduction in Python☆73Updated last year
- A set of routines that simulate array responses for sensors with arbitrary geometry and directional characteristics.☆51Updated 8 years ago
- A deep-learning-based method for sound field reconstruction☆65Updated last year
- ☆13Updated 4 years ago
- Da - ECHO - RetrievAl - daTasEt☆26Updated 8 months ago
- 1D version of Pytorch's PixelShuffle module☆24Updated 5 years ago
- The LAP Challenge aims at advancing spatial audio technologies through the personalization of HRTFs.☆13Updated last month