Sex/Language Audio Classifier (2020)
Nikita Lokhmachev
For this project, I developed a complete end-to-end multilabel classifier leveraging a convolutional neural network (CNN) to extract features from audio mel-spectrograms. The model produces two classification outputs:
A language classifier capable of identifying English, Russian, German, French, Spanish, and Arabic.
A sex classifier distinguishing between male and female voices.
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Posted Sep 16, 2024
I built a CNN-based multilabel classifier that detects language and speaker sex from audio mel-spectrograms.
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Kryptonite
