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v0.3
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@HongshuoFan HongshuoFan released this 03 Feb 10:39
· 23 commits to main since this release
v0.3
675b2f1

v0.3 release notes:

New features:

  • Multiple Input Channels Support: Now supporting up to 8 channels for diverse audio setup configurations.
  • Data Augmentation: Introducing data augmentation techniques for more robust gesture recognition. This includes applying pitch shift and time stretching to enhance the training set using existing data.
  • Prediction Accuracy Threshold: Introducing the prediction accuracy threshold setting which can filter predicted results below a certain accuracy threshold.
  • Spectrum Components Settings: Users can now modify the number of frequency components in the spectrogram, allowing for more detailed feature extraction and potentially improving model accuracy.
  • OSC Receive Capability: Includes the ability to receive OSC messages to control some parameters on the fly. The receive port is 1123
  • Validation Module: The new validation module enables users to test the accuracy of their trained models using saved samples and provides metrics such as gesture-specific accuracy and average accuracy.
  • Gesture-Audio Mapping Playback: Enhanced interaction with the ability to map recognised gestures to specific audio playback.
  • Machine Learning Model Improvements: Improved the training process of the ML model based on custom gesture recordings and settings.
  • Customisable MIDI Channel: Users can now customise the MIDI output channel.
  • User Interface Enhancements: The main interface has been refined for better user experience and accessibility.

Bug Fixes

  • Various bug fixes and performance improvements.

Full Changelog: v0.25...v0.3

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