Releases: jinay1991/spleeter
Spleeter (TF + TFLite)
Release Note
Features
- Provides inferencing with TensorFlow C++ or TensorFlow Lite C++ APIs
- Provides precompiled binary of TF v2.3 or TFLite v2.3
- Provides TF Lite Model conversion script
- Provides Complete C++ Interface of https://github.com/deezer/spleeter
Known Issues
- When running with TFLite Inference Engine, output of
bassandaccompanimentare swapped in resultant *.wav
CI Status
https://gitlab.com/jinay1991/spleeter/-/pipelines/210315716
Attachements
Results with TF and TFLite for given audio sample.
Spleeter (TF + TFLite) + Prebuilt TF/TFLite Libraries + Model Binaries + Sample Outputs (5stems)
Pre-built binaries for TensorFlow and TensorFlow Lite were taken from https://github.com/jinay1991/perception/releases/tag/v0.5
Pre-trained Model checkpoints were taken from https://github.com/deezer/spleeter/releases/tag/v1.4.0
All models were converted using the scripts provided by https://github.com/tinoucas/spleeter-tflite-convert
2stems.tar.gz -> saved_model + tflite model for 2stems
4stems.tar.gz -> saved_model + tflite model for 4stems
5stems.tar.gz -> saved_model + tflite model for 5stems
models.tar.gz -> contains all of the above models in one tarball.
Note: All the model binaries are from TF1.x. In this repository, TF2.3/TFLite2.3 C++ APIs were used for inference and works fine. Though new release will be made once TF2.x checkpoints are available from official repository.
Sample Audio Input: https://gitlab.com/jinay1991/spleeter/uploads/ded94b0b51d7021328491bac73d6c00a/audio_example.wav
Results for TF/TFLite: 5stems_[tf|tflite]_output.tar.xz
prebuilt binaries
v1.4 Fix CI
Data sources
v1.2 Update BUILD to include header files along with lib/bin