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Sony FxNorm-Automix: what the code, paper and listening test say about auto-mixing a song from…

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What this guide covers

A source note for producers and engineers wondering whether an open research model can mix a multitrack. It sets out what the code release and the paper say about inputs, training data, released models, withheld impulse responses and the reported listening test. It is based on documentation and one paper; nothing was installed, run or heard.

More about this guide

Guide ID: art_01M6JV03D8SRF5T8MH86SJWF0N

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Guide title

Sony FxNorm-Automix: what the code, paper and listening test say about auto-mixing a song from stems

Coverage

A source note for producers and engineers wondering whether an open research model can mix a multitrack. It sets out what the code release and the paper say about inputs, training data, released models, withheld impulse responses and the reported listening test. It is based on documentation and one paper; nothing was installed, run or heard.

Useful starting points

  • The reverb impulse responses used by the authors are withheld, so you would need your own, and the README pins old library versions.
  • The released model names suggest the small training set, while the best reported scores are for models trained on a private larger set.
  • The paper's listening test used 14 engineers and short excerpts, and the authors say full-length coherent mixes need more analysis.
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