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Author: stefantaubert

birdnet-0.2.14/CHANGELOG.md

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+# Changelog
+
+All notable changes to this project will be documented in this file.
+
+The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
+and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
+
+## [Unreleased]
+
+## [0.2.14] - 2026-04-30
+
+### Bugfixes
+
+- Allow classifiers trained with hidden units and with append mode(#33, #22)
+
+## [0.2.13] - 2026-04-06
+
+### Changed
+
+- Changed sigmoid function to match birdnet_analyzer by @Josef-Haupt
+
+### Bugfixes
+
+- Fixed issue #29
+
+## [0.2.12] - 2026-02-22
+
+### Added
+
+- Added convenience functions to export embeddings by @Josef-Haupt
+- Added some code documentation
+
+### Changed
+
+- Updated flat sigmoid to match birdnet_analyzer by @Josef-Haupt
+
+### Bugfixes
+
+- Fixed issue with one test on Python 3.11 & 3.12
+- Fixed issue with building package in tox environments
+
+## [0.2.11] - 2025-12-09
+
+### Added
+
+- Added model metadata to output
+- Added more classes to `__init__.py` for easier imports
+- Added skipping of unprocessable inputs
+
+### Fixed
+
+- Loading multiple GPUs in parallel processes was not possible
+- Fixed hanging problem after error in processing occurred
+
+### Changed
+
+- Renamed many of the classes and functions for better clarity
+
+## [0.2.10] - 2025-11-28
+
+### Added
+
+- Added support for Perch model v2
+
+### Fixed
+
+- Removed support for LiteRT on macOS ARM64 due to incompatibility issues
+
+## [0.2.9] - 2025-11-27
+
+### Added
+
+- Added option to supervise progress using callback function during inference
+
+## [0.2.8] - 2025-11-26
+
+### Added
+
+- Added option to predict and encode raw audio numpy arrays
+
+## [0.2.7] - 2025-11-25
+
+### Added
+
+- Added parameter `speed` to control playback speed of audio during inference
+
+## [0.2.5] - 2025-11-17 & [0.2.6] - 2025-11-21
+
+### Bugfix
+
+- Fixed issue with using ProtoBuf CPU backend and TensorFlow GPU being available
+- Fixed #17: Issue on macOS with too long ring buffer names
+- Fixed #19: `queue.qsize()` is not used anymore
+- Fixed issue with hanging session because of logging
+- Fixed issue with downloading same model simultaneously
+
+### Changed
+
+- Removed `litert` install option, now litert is always installed if possible
+- Rename `tf` library to `tflite` to better reflect the usage of TFLite/LiteRT
+- Improved prediction speed, esp. for half-precision models (+10 seg/s)
+- Lowered dependencies
+- Update `ai-edge-litert` to version 2.0.3 on `repro`
+- Better download progress indication of model files
+- Model loading in tests is done before running other tests
+
+### Added
+
+- Added `repro` option to be able to get reproducible results
+- Added support for Python 3.13
+- Added CI on GitHub Actions for testing on multiple OS and Python versions
+
+### Removed
+
+- Remove unused dependencies `numba` and `resampy`
+
+## [0.2.4] - 2025-11-05
+
+### Bugfixes
+
+- Fixed issue with loading supported files from a folder
+
+### Changed
+
+- Increased half-precision prediction speed
+- Set "pyarrow==22.0.0"
+- Set "numpy==2.0.2" because of compatibility with `perch-hoplite`
+- Set default "half_precision" parameter to False because of lower speed
+
+### Added
+
+- Add half precision to CLI
+
+## [0.2.3] - 2025-11-04
+
+### Added
+
+- Added support for Python 3.12
+
+### Changed
+
+- Changed tensorflow to newest version 2.20.0
+
+## [0.2.2] - 2025-11-03
+
+### Added
+
+- Added support for running multiple sessions in a row or in parallel using threading or multiprocessing
+- Each session has its own logger and log file
+
+### Changed
+
+- Changed naming of the benchmark output files
+
+## [0.2.1] - 2025-10-29
+
+### Added
+
+- Added parameter `is_raven` to load function to specify whether a custom Protobuf model is a Raven model or not
+- Fix int8 acoustic model wrong inference parameters
+- Added tests
+
+## [0.2.0] - 2025-10-27
+
+### Changed
+
+- Refactored the whole codebase to be able to load model and predict scores in two separate steps
+
+## [0.2.0a0] - 2025-07-29
+
+### Changed
+
+- Refactored the whole codebase
+
+## [0.1.7] - 2025-03-19
+
+### Changed
+
+- Switched model download links from TUCcloud to Zenodo [#10](https://github.com/birdnet-team/birdnet/issues/10)
+
+### Fixed
+
+- Added check for mono files [#9](https://github.com/birdnet-team/birdnet/issues/9)
+
+## [0.1.6] - 2024-09-04
+
+### Added
+
+- Support for multiprocessing using `predict_species_within_audio_files_mp`
+
+### Changed
+
+- Separate `ModelV2M4TFLite` into `AudioModelV2M4TFLite` and `MetaModelV2M4TFLite`
+- Separate `ModelV2M4Protobuf` into `AudioModelV2M4Protobuf` and `MetaModelV2M4Protobuf`
+- Separate `ModelV2M4` into `AudioModelV2M4` and `MetaModelV2M4`
+- Move v2.4 models to `birdnet.models.v2m4`
+- Yield results of `predict_species_within_audio_file` instead of returning an OrderedDict
+- Extracted method `predict_species_within_audio_file` and `predict_species_at_location_and_time` from their respective model
+- set default value for `batch_size` to 100
+
+## [0.1.5] - 2024-08-16
+
+### Fixed
+
+- Custom Raven audio model didn't return same results as custom TFLite model because of sigmoid layer
+- TFLite meta model was not returning correct results
+
+### Changed
+
+- Rename `CustomModelV2M4TFLite` to `CustomAudioModelV2M4TFLite`
+- Rename `CustomModelV2M4Raven` to `CustomAudioModelV2M4Raven`
+
+## [0.1.4] - 2024-08-13
+
+### Added
+
+- Support to load custom TFLite models using `CustomModelV2M4TFLite`
+- Support to load custom Raven (Protobuf) models using `CustomModelV2M4Raven`
+
+## [0.1.3] - 2024-08-13
+
+### Changed
+
+- Make CUDA dependency optional, install with `birdnet[and-cuda]`
+
+### Fixed
+
+- Bugfix 'ERROR: Could not find a version that satisfies the requirement nvidia-cuda-nvcc-cu12 (Mac/Ubuntu/Windows)' (#4)
+
+## [0.1.2] - 2024-08-07
+
+### Added
+
+- Add GPU support by introducing the Protobuf model (v2.4)
+
+### Changed
+
+- Rename class 'ModelV2M4' to 'ModelV2M4TFLite'
+- 'ModelV2M4' defaults to Protobuf model now
+- Sorting of prediction scores is now: score (desc) & name (asc)
+
+### Fixed
+
+- Bugfix output interval durations are now always of type 'float'
+
+## [0.1.1] - 2024-08-02
+
+### Added
+
+- Add parameter 'chunk_overlap_s' to define overlapping between chunks (#3)
+
+### Removed
+
+- Remove parameter 'file_splitting_duration_s' instead load files in 3s chunks (#2)
+- Remove 'librosa' dependency
+
+## [0.1.0] - 2024-07-23
+
+- Initial release
+
+[Unreleased]: https://github.com/birdnet-team/birdnet/compare/v0.2.14...HEAD
+[0.2.14]: https://github.com/birdnet-team/birdnet/compare/v0.2.13...v0.2.14
+[0.2.13]: https://github.com/birdnet-team/birdnet/compare/v0.2.12...v0.2.13
+[0.2.12]: https://github.com/birdnet-team/birdnet/compare/v0.2.11...v0.2.12
+[0.2.11]: https://github.com/birdnet-team/birdnet/compare/v0.2.10...v0.2.11
+[0.2.10]: https://github.com/birdnet-team/birdnet/compare/v0.2.9...v0.2.10
+[0.2.9]: https://github.com/birdnet-team/birdnet/compare/v0.2.8...v0.2.9
+[0.2.8]: https://github.com/birdnet-team/birdnet/compare/v0.2.7...v0.2.8
+[0.2.7]: https://github.com/birdnet-team/birdnet/compare/v0.2.6...v0.2.7
+[0.2.6]: https://github.com/birdnet-team/birdnet/compare/v0.2.5...v0.2.6
+[0.2.5]: https://github.com/birdnet-team/birdnet/compare/v0.2.4...v0.2.5
+[0.2.4]: https://github.com/birdnet-team/birdnet/compare/v0.2.3...v0.2.4
+[0.2.3]: https://github.com/birdnet-team/birdnet/compare/v0.2.2...v0.2.3
+[0.2.2]: https://github.com/birdnet-team/birdnet/compare/v0.2.1...v0.2.2
+[0.2.1]: https://github.com/birdnet-team/birdnet/compare/v0.2.0...v0.2.1
+[0.2.0]: https://github.com/birdnet-team/birdnet/compare/v0.2.0a0...v0.2.0
+[0.2.0a0]: https://github.com/birdnet-team/birdnet/compare/v0.1.7...v0.2.0a0
+[0.1.7]: https://github.com/birdnet-team/birdnet/compare/v0.1.6...v0.1.7
+[0.1.6]: https://github.com/birdnet-team/birdnet/compare/v0.1.5...v0.1.6
+[0.1.5]: https://github.com/birdnet-team/birdnet/compare/v0.1.4...v0.1.5
+[0.1.4]: https://github.com/birdnet-team/birdnet/compare/v0.1.3...v0.1.4
+[0.1.3]: https://github.com/birdnet-team/birdnet/compare/v0.1.2...v0.1.3
+[0.1.2]: https://github.com/birdnet-team/birdnet/compare/v0.1.1...v0.1.2
+[0.1.1]: https://github.com/birdnet-team/birdnet/compare/v0.1.0...v0.1.1
+[0.1.0]: https://github.com/birdnet-team/birdnet/releases/tag/v0.1.0