v0.4.2

Release version 0.4.2 of OpenL3.

• Fix incorrect embedding_size in load_image_embedding_model docstring
• Add tensorflow.keras mock modules to docs/conf.py to fix docs build
• Remove pin on sphinx version
• Add note about training bug in README

v0.4.1

Release version 0.4.1 of OpenL3.

• Add librosa as an explicit dependency
• Remove upper limit pinning for scikit-image dependency
• Fix version number typo in README
• Update TensorFlow information in README

v0.4.0

Release version 0.4.0 of OpenL3.

• Upgraded to tensorflow>=2.0.0. Tensorflow is now included as a dependency because of dual CPU-GPU support.
• Upgraded to kapre>=0.3.5. Reverted magnitude scaling method to match kapre<=0.1.4 as that's what the model was trained on.
• Removed Python 2/3.5 support as they are not supported by Tensorflow 2 (and added 3.7 & 3.8)
• Add librosa frontend, and allow frontend to be configurable between kapre and librosa
  • Added frontend='kapre' parameter to get_audio_embedding, process_audio_file, and load_audio_embedding_model
  • Added audio_frontend='kapre' parameter to process_video_file and the CLI
  • Added frontend='librosa' flag to load_audio_embedding_model for use with a librosa or other external frontend
  • Added a openl3.preprocess_audio function that computes the input features needed for each frontend
• Model .h5 no longer have Kapre layers in them and are all importable from tf.keras
• Made skimage and moviepy.video.io.VideoFileClip import VideoFileClip use lazy imports
• Added new regression data for both Kapre 0.3.5 and Librosa
• Parameterized some of the tests to reduce duplication
• Added developer helpers for regression data, weight packaging, and .h5 file manipulation

v0.4.0rc2

v0.4.0rc2

v0.4.0rc1

RC1, fix soundfile install

v0.4.0rc0

RC0 for v0.4.0 which adds TF2 support and adds a librosa audio front end as a CPU alternative to the kapre front-end

v0.3.1

Release version 0.3.0 of OpenL3.

• Require keras>=2.0.9,<2.3.0 in dependencies to avoid force installation of TF 2.x during pip installation.
• Update README and installation docs to explicitly state that we do not yet support TF 2.x and to offer a working dependency combination.
• Require kapre==0.1.4 in dependencies to avoid installing tensorflow>=1.14 which break regression tests.

v0.3.1rc0

Release candidate 0 of version 0.3.1.

• Require keras>=2.0.9,<2.3.0 in dependencies to avoid force installation of TF 2.x during pip installation.
• Update README and installation docs to explicitly state that we do not yet support TF 2.x and to offer a working dependency combination.
• Require kapre==0.1.4 in dependencies to avoid installing tensorflow>=1.14 which break regression tests.

v0.3.0

Release version 0.3.0 of OpenL3.

• Rename audio related embedding functions to indicate that they are specific to audio.
• Add image embedding functionality to API and CLI.
• Add video processing functionality to API and CLI.
• Add batch processing functionality to API and CLI to more efficiently process multiple inputs.
• Update documentation with new functionality.
• Address build issues with updated dependencies.

v0.3.0rc0

Release candidate 0 of version 0.3.0.

• Rename audio related embedding functions to indicate that they are specific to audio.
• Add image embedding functionality to API and CLI.
• Add video processing functionality to API and CLI.
• Add batch processing functionality to API and CLI to more efficiently process multiple inputs.
• Update documentation with new functionality.
• Address build issues with updated dependencies.