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As a final project for the CS 254: Machine Learning course at the University of Vermont, we worked with classifying audio files based on gender and emotion.

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audio-classification-cnn's Introduction

Audio-Classification-CNN

As a final project for the CS 254: Machine Learning course at the University of Vermont, we worked with classifying audio files based on gender and emotion.

Personal Contribution To Final Project

Built all aspects of convolutional neural nework
- Architecture of CNN
- Hyperparameter tuning using KerasTuner
Preproccessed audio WAV files to be uniform length with little silent time
Proccessed WAV files into Mel-frequency cepstrum (MFCC) data for ML algorithims

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