home/categories/media/ecnu-icalk-autoskill-skillbank-convskill-english-gpt4-8-glm4-7-audio-dataset-loading-and-stft-feature-extraction-skill-md
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audio-dataset-loading-and-stft-feature-extraction
Load audio files from a directory, parse labels from filenames, generate random VAD segments, extract STFT features (mean along axis 1, converted to dB), and split the dataset into train/test sets.
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ECNU-ICALK
Updated 3/13/2026
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quick start
Installation and usage
Load audio files from a directory, parse labels from filenames, generate random VAD segments, extract STFT features (mean along axis 1, converted to dB), and split the dataset into train/test sets.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use audio-dataset-loading-and-stft-feature-extraction