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Recent Releases of Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - 1.0.0

After having published the JOSS paper and released a zenodo version, we have our first official stable release

- Python
Published by felixbur 4 months ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - nearing version 1.0

we wait for the JOSS reviewers comments, but else we'd like to approach v1.0.0

- Python
Published by felixbur about 1 year ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - added dropout to mlp

added dropout to mlp

- Python
Published by felixbur almost 4 years ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - added filters

added filters for databases, e.g. force a specific feature to be existent or limit the number of samples per speaker

- Python
Published by felixbur almost 4 years ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - dataroots, segmented file index

added internal segmented file index added external data folder root initialization file

- Python
Published by felixbur about 4 years ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - support for databases without target label

support for test databases without target label (for semi supervised learning)

- Python
Published by felixbur about 4 years ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - added wav2vec2

added wav2vec2 embeddings

- Python
Published by felixbur about 4 years ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - bug fixes

categories can now be selected via "labels" for speaker and sex information now multiple data tables can be specified

- Python
Published by felixbur over 4 years ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - fixed svm c value setting

Setting the c value in the ini file was not handled

- Python
Published by felixbur over 4 years ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - bug fix

fixed bug that caused xgboost.core.XGBoostError: [16:53:22] ../src/data/data.cc:530: Check failed: labels.Size() == numrow_ (324 vs. 223) : Size of labels must equal to number of rows. when running the hello world example twice, caused by a missing new feature extraction when new test speakers were selected but the old features sets were reused. Can happen when splitstrategy = speakersplit and should be prevented automatically by setting ['FEATS']['needsfeatureextraction'] = 'True'

- Python
Published by felixbur over 4 years ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - added openXBOW

Numerous bug fixes and support for openXBOW bag-of-audio-words features

- Python
Published by felixbur over 4 years ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - tested with two usecases

First version hopefully consistent tested with classification and regression experiments combining 3 classifiers with 3 features sets

- Python
Published by felixbur over 4 years ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - Added plotting options

Added plotting options and other functionality

- Python
Published by felixbur over 4 years ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - Continous for classification

Added support to bin continous data for classification

- Python
Published by felixbur over 4 years ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - added mlp

added mlp and changed result reporting

- Python
Published by felixbur over 4 years ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - global config

added a global configuration object

- Python
Published by felixbur over 4 years ago

Nkululeko 1.0: A Python package to predict speaker characteristics with a high-level interface - first cross corpus version

supports now mainly cross corpus emotion classification experiments

- Python
Published by felixbur over 4 years ago