Sex/Language Audio Classifier (2020)

Nikita Lokhmachev

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ML Engineer

Software Engineer

AI Developer

Python

PyTorch

TensorFlow

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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Clients

Kryptonite

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ML Engineer

Software Engineer

AI Developer

Python

PyTorch

TensorFlow

Nikita Lokhmachev

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