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TMP-23-105
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K.Tharmikan
TMP-23-105
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1139c6d8
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1139c6d8
authored
May 19, 2023
by
K.Tharmikan
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1.
how can you develop accurate and efficient multiclass classification models for song mood classification using base and frequency features ?
1.
how can you develop accurate and efficient multiclass classification models for song mood classification using base and frequency features ?
2.
what is the impact of different audio features on classification accuracy ?
2.
what is the impact of different audio features on classification accuracy ?
**Individual Objectives**
> K.Tharmikan
**Main objectives**
1.
To use a live camera to collect data and then train a machine-learning model using this data
2.
To utilize a Support Vector Machine (SVM) algorithm for classifying facial expressions.
3.
To provide personalized song recommendations based on the user's facial expressions
**Sub objectives**
1.
To collect a dataset of facial expressions using a camera or webcam.
2.
To preprocess and label the collected facial expressions for training the SVM model.
3.
To train and evaluate the SVM model on the labeled facial expression dataset.
*
Individual objectives
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