Library/nablafx
Library/nablafxForked

mcomunita/nablafx

nablafx

Framework for differentiable black-box and gray-box audio effects modeling

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mcomunita

mcomunita

mcomunita • individual

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113

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Forks

6

Using upstream fork count

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0/100

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Created

Dec 17, 2024

Project creation date

README Summary

NablaFX is a Python framework designed for differentiable modeling of audio effects, supporting both black-box and gray-box approaches. The framework enables gradient-based optimization and machine learning techniques to be applied to audio processing and effects modeling. It provides tools for creating differentiable versions of traditional audio effects that can be integrated into neural networks and other ML pipelines.

AI Dev Skills

Unmapped

Differentiable ProgrammingAudio Signal ProcessingNeural Audio SynthesisBlack-box ModelingGray-box ModelingAutomatic DifferentiationDeep Learning for Audio

Tags

Differentiable ProgrammingAudio Signal ProcessingNeural Audio SynthesisBlack-box ModelingGray-box ModelingAutomatic DifferentiationDeep Learning for AudioNeural Audio EffectsAudio Production Pipeline IntegrationNeural Audio ProcessingAudio Effect ModelingAudio ProductionEntertainmentMusic TechnologyDifferentiable Audio ProcessingSelf-hostedAudioPython

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Recent Activity

Updated 5 months ago

7 Days

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30 Days

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90 Days

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Quality

research
Quality
medium
Maturity
research

Categories

MLOps & InfrastructurePrimaryML Platform & InfrastructureOther AI / MLGenerative Media

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Dec 17, 2024
Forked
Nov 8, 2025
Your last push
5 months ago
Upstream last push
5 months ago
Tracked since
Nov 8, 2025

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