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OPENSMILE
Open toolkit for speech and music feature extraction
audEERING Research License
ABOUT
Speech emotion and paralinguistic models need standard acoustic feature sets, not one-off DSP. openSMILE extracts ComParE and GeMAPS descriptors in C++ (with a Python wrapper) so research pipelines stay comparable across papers.
INSTALL
pip install opensmileINTEGRATION GUIDE
1. Extract GeMAPS or eGeMAPS features for speech emotion models
2. Compute ComParE functionals on a large audio corpus
3. Run SMILExtract configs for speaker or affect classification
4. Prototype audio ML features in Python via pip install opensmile
TAGS
opensmileaudiospeechfeaturesemotionmirparalinguistics