Collection of audio-focused loss functions in PyTorch
☆874Jul 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☆1,129May 21, 2026Updated 2 months ago
- Fast PyTorch based DSP for audio and 1D signals☆460Jun 3, 2026Updated last month
- Implementation of Differentiable Digital Signal Processing (DDSP) in Pytorch☆518Oct 28, 2023Updated 2 years ago
- Differentiable audio signal processors in PyTorch☆297Dec 4, 2023Updated 2 years ago
- Efficient neural networks for analog audio effect modeling☆174Jun 9, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.☆1,161Nov 24, 2025Updated 8 months ago
- Pytorch implementation of the CREPE pitch tracker☆523May 16, 2025Updated last year
- State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.☆1,841Jul 16, 2026Updated last week
- efficient neural audio synthesis in the waveform domain☆191Apr 14, 2025Updated last year
- Perceptual Metrics of Audio - perceptually relevant loss function. DPAM and CDPAM☆382Mar 24, 2023Updated 3 years ago
- A GPU-optional modular synthesizer in pytorch, 16200x faster than realtime, for audio ML researchers.☆383Feb 16, 2026Updated 5 months ago
- A lightweight library for Frechet Audio Distance calculation.☆317Feb 11, 2026Updated 5 months ago
- DeepAFx-ST - Style transfer of audio effects with differentiable signal processing. Please see https://csteinmetz1.github.io/DeepAFx-ST/☆415May 30, 2023Updated 3 years ago
- A library for speech data augmentation in time-domain☆689Aug 30, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- GRAFX: An Open-Source Library for Audio Processing Graphs in PyTorch☆139Jun 29, 2026Updated 3 weeks ago
- PyTorch wrappers for using your model in audacity!☆181Aug 13, 2023Updated 2 years ago
- A simple library for Fréchet Audio Distance (FAD) calculation☆266Aug 22, 2025Updated 11 months ago
- A differentiable version of SPTK☆201Jul 14, 2026Updated last week
- HiFi++: a Unified Framework for Neural Vocoding, Bandwidth Extension and Speech Enhancement☆160Jul 16, 2022Updated 4 years ago
- A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR☆1,050Jul 5, 2023Updated 3 years ago
- ICASSP 2023 Accepted☆191May 6, 2024Updated 2 years ago
- Audio generation using diffusion models, in PyTorch.☆2,095Jun 12, 2023Updated 3 years ago
- Expressive Anechoic Recordings of Speech (EARS)☆221Jun 25, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official implementation of SawSing (ISMIR'22)☆275Aug 28, 2022Updated 3 years ago
- ☆214Dec 4, 2023Updated 2 years ago
- The PyTorch-based audio source separation toolkit for researchers☆2,578May 13, 2026Updated 2 months ago
- Direct design of biquad filter cascades with deep learning by sampling random polynomials.☆95May 20, 2022Updated 4 years ago
- DDSP: Differentiable Digital Signal Processing☆3,325Jul 9, 2026Updated 2 weeks ago
- Encode and decode audio samples to/from compressed latent representations!☆267Sep 19, 2025Updated 10 months ago
- Encode and decode audio samples to/from continuous and discrete compressed representations!☆121Nov 25, 2025Updated 8 months ago
- An invertible and differentiable implementation of the Constant-Q Transform (CQT).☆73Dec 9, 2022Updated 3 years ago
- Score-based Generative Models (Diffusion Models) for Speech Enhancement and Dereverberation☆764May 12, 2026Updated 2 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- PyTorch implementation of the Perceptual Evaluation of Speech Quality for wideband audio☆228Jul 14, 2023Updated 3 years ago
- Object-oriented handling of audio data, with GPU-powered augmentations, and more.☆350Apr 1, 2025Updated last year
- Big Impulse Response Dataset☆159Oct 19, 2022Updated 3 years ago
- Pitch Estimating Neural Networks (PENN)☆278Apr 2, 2025Updated last year
- Flexible audio loudness meter in Python with implementation of ITU-R BS.1770-4 loudness algorithm☆776Jan 4, 2026Updated 6 months ago
- ☆512Jun 25, 2024Updated 2 years 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.☆2,302Apr 13, 2026Updated 3 months ago