Gender Recognition by Voice

[abhisheks008]

ML-Crate Repository (Proposing new issue)

:red_circle: Project Title : Gender Recognition by Voice :red_circle: Aim : Create a machine learning project for predicting the voice based on their genders. :red_circle: Dataset : https://www.kaggle.com/datasets/alarmanovi/gender-recognition-by-voice-2023 :red_circle: Approach : Try to use 3-4 algorithms to implement the models and compare all the algorithms to find out the best fitted algorithm for the model by checking the accuracy scores. Also do not forget to do a exploratory data analysis before creating any model.

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📍 Follow the Guidelines to Contribute in the Project :

• You need to create a separate folder named as the Project Title.
• Inside that folder, there will be four main components.
  • Images - To store the required images.
  • Dataset - To store the dataset or, information/source about the dataset.
  • Model - To store the machine learning model you've created using the dataset.
  • requirements.txt - This file will contain the required packages/libraries to run the project in other machines.
• Inside the Model folder, the README.md file must be filled up properly, with proper visualizations and conclusions.

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:red_circle::yellow_circle: Points to Note :

• The issues will be assigned on a first come first serve basis, 1 Issue == 1 PR.
• "Issue Title" and "PR Title should be the same. Include issue number along with it.
• Follow Contributing Guidelines & Code of Conduct before start Contributing.

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:white_check_mark: To be Mentioned while taking the issue :

• Full name :
• GitHub Profile Link :
• Participant ID (If not, then put NA) :
• Approach for this Project :
• What is your participant role? (Mention the Open Source Program name. Eg. HRSoC, GSSoC, GSOC etc.)

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Happy Contributing 🚀

All the best. Enjoy your open source journey ahead. 😎

[Avdhesh-Varshney]

@abhisheks008 i would like to work on this issue. Please assign this project to me to work on it under KWOC'23

Full name : Avdhesh Varshney GitHub Profile Link : https://github.com/Avdhesh-Varshney Participant ID (If not, then put NA) : Approach for this Project :

• Analysing the dataset.
• EDA processing.
• Filtering the dataset or performing feature engineering so that which can easily fit on the model.
• Applying the different type of the algorithms like, random forest, linear regression, xgboost, knn classifier, svm classifier, deep neural networks, etc.
• Summarizing all the algorithms at the end of the notebook.

What is your participant role? (Mention the Open Source Program name. Eg. HRSoC, GSSoC, GSOC etc.) KWOC

[abhisheks008]

Issue assigned to you. Complete it within the deadline of the event. @Avdhesh-Varshney