csteinmetz1 / auraloss
Collection of audio-focused loss functions in PyTorch
☆764Updated 6 months ago
Alternatives and similar repositories for auraloss:
Users that are interested in auraloss are comparing it to the libraries listed below
- Audio processing by using pytorch 1D convolution network☆1,052Updated last year
- Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.☆999Updated last month
- Implementation of Differentiable Digital Signal Processing (DDSP) in Pytorch☆459Updated last year
- Pytorch implementation of the CREPE pitch tracker☆424Updated 8 months ago
- LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks…☆504Updated 2 years ago
- A list of publicly available room impulse response datasets and scripts to download them.☆437Updated 4 months ago
- DeepAFx-ST - Style transfer of audio effects with differentiable signal processing. Please see https://csteinmetz1.github.io/DeepAFx-ST/☆382Updated last year
- A library for soundscape synthesis and augmentation☆394Updated 2 years ago
- An open source dataset for source separation☆405Updated last year
- museval - source separation evaluation tools for python☆206Updated 7 months ago
- Python library for downloading, loading & working with sound datasets☆332Updated 4 months ago
- Fast PyTorch based DSP for audio and 1D signals☆436Updated this week
- Differentiable audio signal processors in PyTorch☆241Updated last year
- Improved Wave-U-Net implemented in Pytorch☆323Updated 6 months ago
- A lightweight library for Frechet Audio Distance calculation.☆254Updated 5 months ago
- Code for SuDoRm-Rf networks for efficient audio source separation. SuDoRm-Rf stands for SUccessive DOwnsampling and Resampling of Multi-R…☆314Updated last year
- Python library for Room Impulse Response (RIR) simulation with GPU acceleration☆508Updated last month
- Efficient Training of Audio Transformers with Patchout☆318Updated last year
- Pitch Estimating Neural Networks (PENN)☆242Updated 6 months ago
- Score-based Generative Models (Diffusion Models) for Speech Enhancement and Dereverberation☆575Updated 3 weeks ago
- Python library for working with Music Information Retrieval datasets☆373Updated 2 months ago
- Audio transformations library for PyTorch☆230Updated 2 years ago
- Perceptual Metrics of Audio - perceptually relevant loss function. DPAM and CDPAM☆358Updated last year
- A library for speech data augmentation in time-domain☆655Updated 3 years ago
- Official PyTorch Implementation of CleanUNet (ICASSP 2022)☆304Updated last year
- Audio Dataset for training CLAP and other models☆666Updated last year
- Implementation of WaveGrad high-fidelity vocoder from Google Brain in PyTorch.☆403Updated 3 years ago
- Official PyTorch implementation of Contrastive Learning of Musical Representations☆316Updated 6 months ago
- An open-source Python library for audio time-scale modification.☆199Updated last year
- Self-supervised learning for fast pitch estimation☆206Updated this week