Collection of audio-focused loss functions in PyTorch
☆856Jul 30, 2024Updated last year
Alternatives and similar repositories for auraloss
Users that are interested in auraloss are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Audio processing by using pytorch 1D convolution network☆1,121Dec 7, 2025Updated 3 months ago
- Fast PyTorch based DSP for audio and 1D signals☆453Feb 17, 2025Updated last year
- Implementation of Differentiable Digital Signal Processing (DDSP) in Pytorch☆510Oct 28, 2023Updated 2 years ago
- Differentiable audio signal processors in PyTorch☆287Dec 4, 2023Updated 2 years ago
- Efficient neural networks for analog audio effect modeling☆169Jun 9, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.☆1,137Nov 24, 2025Updated 4 months ago
- Pytorch implementation of the CREPE pitch tracker☆511May 16, 2025Updated 10 months ago
- State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.☆1,745Jan 26, 2026Updated 2 months ago
- efficient neural audio synthesis in the waveform domain☆191Apr 14, 2025Updated 11 months ago
- A GPU-optional modular synthesizer in pytorch, 16200x faster than realtime, for audio ML researchers.☆368Feb 16, 2026Updated last month
- Perceptual Metrics of Audio - perceptually relevant loss function. DPAM and CDPAM☆380Mar 24, 2023Updated 3 years ago
- A lightweight library for Frechet Audio Distance calculation.☆312Feb 11, 2026Updated last month
- DeepAFx-ST - Style transfer of audio effects with differentiable signal processing. Please see https://csteinmetz1.github.io/DeepAFx-ST/☆408May 30, 2023Updated 2 years ago
- A library for speech data augmentation in time-domain☆684Aug 30, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A differentiable version of SPTK☆196Feb 26, 2026Updated last month
- A simple library for Fréchet Audio Distance (FAD) calculation☆250Aug 22, 2025Updated 7 months ago
- GRAFX: An Open-Source Library for Audio Processing Graphs in PyTorch☆137Feb 3, 2025Updated last year
- HiFi++: a Unified Framework for Neural Vocoding, Bandwidth Extension and Speech Enhancement☆159Jul 16, 2022Updated 3 years ago
- ICASSP 2023 Accepted☆190May 6, 2024Updated last year
- Audio generation using diffusion models, in PyTorch.☆2,096Jun 12, 2023Updated 2 years ago
- A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR☆1,043Jul 5, 2023Updated 2 years ago
- Expressive Anechoic Recordings of Speech (EARS)☆211Jun 25, 2024Updated last year
- ☆210Dec 4, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official implementation of SawSing (ISMIR'22)☆272Aug 28, 2022Updated 3 years ago
- The PyTorch-based audio source separation toolkit for researchers☆2,546Oct 6, 2025Updated 5 months ago
- Encode and decode audio samples to/from compressed latent representations!☆251Sep 19, 2025Updated 6 months ago
- Score-based Generative Models (Diffusion Models) for Speech Enhancement and Dereverberation☆729Feb 1, 2026Updated last month
- Big Impulse Response Dataset☆156Oct 19, 2022Updated 3 years ago
- ☆509Jun 25, 2024Updated last year
- Pitch Estimating Neural Networks (PENN)☆271Apr 2, 2025Updated 11 months ago
- A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.☆2,241Dec 27, 2025Updated 2 months ago
- Object-oriented handling of audio data, with GPU-powered augmentations, and more.☆339Apr 1, 2025Updated 11 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- music generation with masked transformers!☆351May 16, 2025Updated 10 months ago
- Yin pitch estimator in PyTorch☆117Nov 7, 2022Updated 3 years ago
- PyTorch implementation of the Perceptual Evaluation of Speech Quality for wideband audio☆224Jul 14, 2023Updated 2 years ago
- Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features☆84May 3, 2023Updated 2 years ago
- Flexible audio loudness meter in Python with implementation of ITU-R BS.1770-4 loudness algorithm☆763Jan 4, 2026Updated 2 months ago
- Official PyTorch implementation of BigVGAN (ICLR 2023)☆1,196Sep 5, 2024Updated last year
- Upsampling Artifacts in Neural Audio Synthesis – https://arxiv.org/abs/2010.14356☆82Feb 9, 2021Updated 5 years ago