Gender recognition by voice.

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Dataset link : https://www.kaggle.com/datasets/mozillaorg/common-voice

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Description :

This Project proposes a deep learning-based approach for gender recognition using voice, which involves extracting features from audio recordings and training a deep neural network to predict the corresponding gender.We use a dataset of audio recordings of male and female voices and evaluate our approach on several metrics such as accuracy, precision, and recall

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Procedure :

Firstly,converting mp3 to wav files .[(dataset 1 in the repository contains wav files)].

Secondly,extracting features from the wav files using librosa module in python.

Finally ,Deep learning models such as MLP,CNN,AlexNet,VGGNet-16 have been trained with the dataset.

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Results :

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✨ Thanks to all the Contributers ✨.