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What is the difference between Neural Analog and the SAM Audio playground?

The public SAM Audio playground is for short mono experiments. Neural Analog puts SAM Audio inside Studio so you can import full songs, preserve stereo pipelines, select source regions, and download the resulting stems.

Start from SAM Audio Online if you want prompt-based extraction, or use the general stem splitter for standard vocals, drums, bass, and custom prompts.

neuralanalog

Restore, master, and transform audio with Neural Analog.

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Links

  • All tools
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  • Documentation
  • API docs
  • MCP
  • llms.txt
  • Download VST
  • User examples
  • Reviews
  • Supported imports
  • Model cards
  • Stem splitting guides
  • FAQ
  • About
  • Upgrade
  • Terms & Privacy Policy

Import

  • Suno downloader
  • Udio downloader
  • TopMediaAI downloader

Restoration

  • Declip music & restore heavily limited audio
  • Upscale MP3 to WAV
  • AudioSR online

Separated stem

  • Remove crowd noises from live recordings
  • Remove reverb from audio
  • Get any Stems from Suno
  • SAM Audio Online

Mastering

  • Convert to Dolby Atmos
  • Match EQ Matchering
  • Master Suno songs

Artwork & Video

  • Add cover art / replace album art
  • Cover art music video maker (MP3 to MP4)

MIDI

  • Play MIDI file online
  • Convert audio to MIDI
  • Piano to MIDI transcription (Transkun, preserves velocity)

Other

  • Loudness penalty analyzer
  • LUFS analyze
  • Train Neural Audio Models
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