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Best AI Audio Restoration Software in 2026

AI audio restoration software is intended for improving recordings affected by noise or other imperfections. Compared on spectral repair, batch processing, plugin support, and API access, the entries let you examine both processing features and workflow options. Neural Analog, Decrackle Audio AI, and Denoise are among the products to consider. Check maximum file duration and size against the recordings you work with, then weigh platform availability, free-plan access, and paid-from pricing as part of your comparison.

  1. 1

    PD Cleaner

    Free plan Open source Windows

    PD Cleaner offers recording-era options, adjustable cleaning and both DAW-insert and standalone workflows at no cost.

    8.3 Free plan Visit site
  2. 2

    Decrackle Audio AI

    Free plan APISelf-hostedWeb

    Decrackle combines audio processing APIs with denoising plans and separate conversation and content-creation offerings.

    7.3 Free plan · paid from $18/mo Visit site
  3. 3

    Neural Analog

    Free plan APILinuxMac+2

    Neural Analog combines restoration, stem work, and mastering with browser, plugin, and API access. Check its input duration and processing-minute limits against the recordings you need to handle.

    7.2 Free plan · paid from €8.25/mo (annual) Visit site
  4. 4

    Denoise

    Free plan AndroidiPhone

    Denoise offers local noise reduction with added restoration, vocal separation and audio controls in Pro. Free access is limited to processing and previewing; saving and export require a paid plan.

    7.1 Free plan · paid from $2.99/mo Visit site
  5. 5

    Cathar

    Free plan LinuxMac

    Cathar combines a broad set of restoration and enhancement tools with inspectable DSP and pipeline integration. It is free, with optional machine-learning denoising and terminal features.

    7.0 Free plan Visit site
  6. 6

    MusiCraft AI Audio Enhancer

    Free plan AndroidWeb

    MusiCraft offers music generation alongside stem splitting, remixing, and other listed audio tools.

    6.9 Free plan · paid from $7.49/mo (annual) Visit site
  7. 7

    Selekt Audio Restoration

    Free plan Web

    Selekt Audio Restoration offers separate approaches for voice recordings and vintage audio, with optional mastering and private processing.

    6.6 Free plan · paid from $5/mo · 7-day trial Visit site
  8. 8

    CrumplePop

    Free plan MacWindows

    Choose CrumplePop if you need audio software for macOS or Windows and want access to its full toolkit across multiple plugin formats.

    6.5 Free plan · paid from $25/mo · 15-day trial Visit site
  9. 9

    LANDR ReHance

    Free trial MacWebWindows

    ReHance offers online and DAW-plugin audio cleanup with adjustable intensity and unlimited enhancement.

    6.0 From $8.25/mo · 3-day trial Visit site
  10. 10

    Diamond Cut Audio Restoration Tools 11.09

    Free trial Windows

    Choose Diamond Cut Audio Restoration Tools 11.09 if you need Windows software for restoring music or cleaning other recordings, with several repair tools and audio utilities in one standalone product.

    5.8 From $59 Visit site
  11. 11

    NoNOISE 3

    Free trial MacWindows

    Choose NoNOISE 3 if you need sample-based broadband noise reduction in a compatible Intel Mac audio setup.

    5.8 14-day trial Visit site
  12. 12

    Acoustica

    Paid MacWindows

    Choose Acoustica if you need audio cleanup and multitrack editing with plugin support, or channel capacity for surround work.

    5.7 From $149 · 30-day trial Visit site
  13. 13

    CEDAR Cambridge

    Paid MacWindows

    CEDAR Cambridge combines speech restoration, forensic tools, spectral editing, and reporting in a configurable system. The right hardware setup and price require a conversation with CEDAR.

    5.6 From £349 · 14-day trial Visit site
  14. 14

    SpectraLayers Pro

    by SpectraLayers Pro
    Free trial MacWindows

    Choose SpectraLayers Pro if you need spectral audio editing, repair, restoration, or sound design, particularly with Pro 13’s sound effect and voice tools.

    5.6 Visit site
  15. 15

    Wave Arts Master Restoration Suite 6

    Free trial MacWindows

    Choose Master Restoration Suite 6 if you need several restoration plug-ins for a compatible macOS or Windows host and want to try the fully functional 30-day demo.

    5.5 30-day trial Visit site
  16. 16

    Zynaptiq UNVEIL

    Free trial MacWindows

    UNVEIL provides real-time control over reverb and other mix components in a plug-in format for macOS and Windows. Check the host, system, and activation requirements before choosing it.

    5.5 From $269 · 30-day trial Visit site
  17. 17

    iZotope RX

    by iZotope RX
    Paid MacWindows

    RX provides a broad set of audio repair and restoration tools, with plan options that list different tool counts and capabilities. There is no free plan, and the listed plans are priced per month.

    5.4 From $99 Visit site
  18. 18

    Cine Sound

    Paid Web

    Choose Cine Sound if your post-production or restoration work involves enhancing production audio stems, including dialogue, effects, foley, and atmosphere.

    5.2 Pricing on request Visit site
  19. 19

    Perfect Declipper

    Paid Windows

    Choose Perfect Declipper if you need a Windows plugin to restore clipped audio and your host is among the listed applications.

    5.0 From €100 Visit site
  20. 20

    PureRestore

    Paid MacWindows

    Choose PureRestore if you need desktop tools for restoring noisy, distorted, or otherwise compromised audio, with local processing and a GUI batch workflow.

    4.9 Visit site
  21. 21

    Acon Digital DeVerberate

    Paid MacWindows
    4.8 From $99 Visit site
  22. 22

    Acon Digital Restoration Suite

    Paid MacWindows
    4.8 From $99 Visit site

#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price

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