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IndiSpeak

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Description

IndiSpeak is a machine learning project aimed at classifying audio embeddings into various Indian languages. The project leverages the power of deep learning and ensemble methods to achieve accurate language classification.

Features

  • Utilizes VGGish model for extracting audio embeddings from audio files.
  • Implements Random Forest (RF) as the classification algorithm.
  • Employs GridSearchCV for hyperparameter tuning to optimize model performance.

Demo

Open In Colab

Presentation

You can find the final presentation slides here.

indispeak's People

Contributors

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Watchers

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