Audiogmenter: a MATLAB toolbox for audio data augmentation

نویسندگان

چکیده

Purpose Create and share a MATLAB library that performs data augmentation algorithms for audio data. This study aims to help machine learning researchers improve their models using the proposed by authors. Design/methodology/approach The authors structured our into methods augment raw spectrograms. In paper, describe structure of give brief explanation how every function works. then perform experiments show is effective. Findings prove efficient competitive dataset. try multiple approaches them they performance. Originality/value A specifically designed was not available before. are first provide an parallel implementation large number algorithms.

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ژورنال

عنوان ژورنال: Applied Computing and Informatics

سال: 2021

ISSN: ['2210-8327']

DOI: https://doi.org/10.1108/aci-03-2021-0064