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roadmap.md

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Subnet Roadmap

The current goal for the subnet is to facilitate the open-source research and development of state-of-the-art speech enhancement models. We recognize that there is potential to create far more open-source work in this field.

The ultimate goal of the subnet is to create a monetized product in the form of an API. However, in order to make the product as competetive as possible, the subnet's first goal is to create a large body of work for miners to draw their inspiration from.

The following roadmap outlines our plans to bring a SoTA speech enhancement API into fruition:

Versioning and release management

In order to ensure the subnet users can prepare in advance we have defined a formal patching policy for the subnet components.

The subnet uses semantic versioning in which the version number consists of three parts (Major.Minor.Patch). Depending on the type of release, there are a few things that the subnet users should be aware of.

  • Major Releases (X.0.0)

    • There can be breaking changes and updates are mandatory for all subnet users.
    • After the update is released, the weights_version hyperparameter is adjusted immediately after release such that in order to set the weights in the subnet, the neurons must be running the latest version.
    • Major releases are communicated in the Subnet's Discord channel at least 1 week in advance.
    • Registration may be disabled for up to 24 hours.

  • Minor releases (0.X.0)

    • There can be breaking changes.
    • In case there are breaking changes, the update will be announced in the Subnet's Discord channel at least 48 hours in advance. Otherwise a minimum of 24 hour notice is given.
    • If there are breaking changes, the weights_version hyperparameter is adjusted immediately after release such that in order to set the weights in the subnet, the neurons must be running the latest version.
    • If there are no breaking changes, the weights_version hyperparameter will be adjusted 24 hours after the launch.
    • Minor releases are mandatory for all subnet users.
    • Registration may be disabled for up to 24 hours.

  • Patch releases (0.0.X)

    • Patch releases do not contain breaking changes and updates will not be mandatory unless there is a need to hotfix either scoring or penalty algorithms.
    • Patch releases without changes to scoring or penalty algorithms are pushed to production without prior notice.

SoundsRight v1.0.0

  • Register on testnet
  • 16 kHz competitions for denoising and dereverberation tasks

SoundsRight v1.1.0

  • Register on mainnet

SoundsRight v2.0.0

  • TTS generation upgrade
  • 48 kHz competitions for denoising and dereverberation tasks

SoundsRight v3.0.0

  • More utilities provided to miners and validators
  • Validator performance dashboards

SoundsRight v4.0.0

  • Complete subnet overhaul to a monetized API