bernardo-torres / 1d-spectral-optimal-transportLinks
An 1D optimal transport inspired loss function in the spectral domain. Can be used for improving frequency localization/estimation in differentiable digital signal processing. Experiments from paper: "Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport".
☆21Updated 2 weeks ago
Alternatives and similar repositories for 1d-spectral-optimal-transport
Users that are interested in 1d-spectral-optimal-transport are comparing it to the libraries listed below
Sorting:
- BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models☆52Updated 8 months ago
- A multizone sound field control method to synthesize a desired amplitude (or magnitude) distributions over a target region with multiple …☆13Updated 2 years ago
- Official implementation of the ICASSP 2023 paper "HRTF Field: Unifying Measured HRTF Magnitude Representation with Neural Fields"☆23Updated last year
- Da - ECHO - RetrievAl - daTasEt☆26Updated 11 months ago
- Sound field reconstruction using neural processes with dynamic kernels☆14Updated 3 months ago
- Pytorch implementation of the invertible CQT based on Non-stationary Gabor filters☆30Updated 2 years ago
- Neural IIR Filter Field for HRTF Upsampling and Personalization☆25Updated last year
- Gaussian processes for sound field reconstruction☆21Updated 4 years ago
- The LAP Challenge aims at advancing spatial audio technologies through the personalization of HRTFs.☆16Updated 4 months ago
- Deep generative models for extending the bandwidth of reconstructed room impulse responses corrupted by undersampling.☆13Updated 2 years ago
- ICASSP 2024 paper - A Fully Differentiable Model for Unsupervised Singing Voice Separation☆13Updated 3 months ago
- Official implementation of EfficientLEAF, a learnable audio frontend.☆42Updated 2 years ago
- Unsupervised blind source separation of mixed images and sounds with variational auto-encoders.☆48Updated last year
- Official Pytorch implementation of PULSE: Positive–Unlabelled Learning for audio Signal Enhancement (Best Paper Award at ICASSP 2023)☆41Updated last year
- ☆29Updated last year
- Tips for best practices with filterbanks☆38Updated 3 weeks ago
- Room Impulse Response reconstruction with Physics Informed Neural Networks☆32Updated last year
- Acoustic impulse response generation using diffusion models☆70Updated last year
- Unsupervised Music Source Separation Using Differentiable Parametric Source Models☆63Updated 2 years ago
- Fast and differentiable time domain all-pole filter in PyTorch.☆63Updated this week
- Blind Identification of Binaural Room Impulse Responses from Head-Worn Microphone Arrays☆18Updated 9 months ago
- Learning and controlling the source-filter representation of speech with a variational autoencoder☆45Updated 2 years ago
- Translating Synthetic RIRs to Real RIRs☆41Updated last year
- Implementation of FiNS model for RIR estimation☆30Updated last year
- ☆13Updated 5 months ago
- Github repository for the paper accepted in ICASSP 2024 : Blind estimation of audio effects using an auto-encoder approach and differenti…☆13Updated last year
- ☆16Updated last month
- RIRIS is the MATLAB implementation of room impulse response interpolation using fast shearlet transforms.☆10Updated 2 years ago
- Accompanying code for our paper "Optimizing Short-Time Fourier Transform Parameters via Gradient Descent"☆33Updated 4 years ago
- Acoustic signal processing demos with jupyter notebooks☆16Updated 2 years ago