KinWaiCheuk / pytorch_template
Template that combines PyTorch Lightning and Hydra
☆14Updated last year
Related projects: ⓘ
- PyTorch Dataset for Speech and Music audio☆73Updated 2 months ago
- Source code for training models and using the hyperbolic interface proposed in our ICASSP 2023 paper, “Hyperbolic Audio Source Separation…☆56Updated last year
- Accompanying code for our paper "Optimizing Short-Time Fourier Transform Parameters via Gradient Descent"☆31Updated 3 years ago
- Unsupervised Representation Learning for Singing Voice Separation☆21Updated last year
- Unsupervised Music Source Separation Using Differentiable Parametric Source Models☆58Updated last year
- Learning Complex Basis Functions for Invariant Signal Representations with the Complex Autoencoder☆33Updated 6 months ago
- A PyTorch implementation: "LASAFT-Net-v2: Listen, Attend and Separate by Attentively aggregating Frequency Transformation"☆33Updated 2 years ago
- ☆78Updated last year
- Official Pytorch implementation of PULSE: Positive–Unlabelled Learning for audio Signal Enhancement (Best Paper Award at ICASSP 2023)☆39Updated last year
- ☆33Updated 3 years ago
- 1D version of Pytorch's PixelShuffle module☆22Updated 5 years ago
- Who calls the shots? Rethinking Few-Shot Learning for Audio (WASPAA 2021)☆40Updated 2 years ago
- Chorale Music Separation Dataset and Model Framework☆31Updated last year
- Official repository of the paper "Solving Audio Inverse Problems with a Diffusion Model", submitted to ICASSP 23☆101Updated last year
- Implementation for "Music Enhancement via Image Translation and Vocoding"☆49Updated 2 years ago
- PyTorch implementation of the LEAF audio frontend☆64Updated last year
- Da - ECHO - RetrievAl - daTasEt☆22Updated 2 months ago
- ☆49Updated last week
- Translating Synthetic RIRs to Real RIRs☆37Updated last year
- ☆26Updated 2 years ago
- Inspired by "Neural Networks Fail to Learn Periodic Functions and How to Fix It"☆56Updated 4 months ago
- This repository is the offical implementation for the paper 《Frequency-Temporal Attention Network for Singing Melody Extraction》.☆38Updated 2 years ago
- Full models and training code for PESTO☆48Updated 3 months ago
- Official implementation of EfficientLEAF, a learnable audio frontend.☆39Updated last year
- An invertible and differentiable implementation of the Constant-Q Transform (CQT).☆51Updated last year
- Baseline method for sound event localization task of DCASE 2021 challenge☆39Updated 3 years ago
- Pytorch implementation of the invertible CQT based on Non-stationary Gabor filters☆28Updated last year
- Official PyTorch implementation of MVAE for audio source separation☆42Updated last year
- Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features☆83Updated last year
- Backpropagable pytorch implementation of https://craffel.github.io/mir_eval/.☆35Updated 2 months ago