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Music Genre Classification System using Deep Learning Part-6 | Audio Data Preprocessing Part-3
Hello and Welcome guys
In this project, we'll learn how to make a powerful deep-learning model for 10 different classes of music audio
In this video, we'll perform data preprocessing on complete dataset and develop a preprocess function which will take all 10 classes of audio file and return features and its corresponding labels
This is Final Part of Audio Data Preprocessing
Later in the upcoming video of this playlist, we will tackle and implement the entire project step by step
#imageclassification #convolutionalneuralnetworks #audioclassification
#deeplearning #datascienceprojects #machinelearning #musicgenre #featureengineering #audiofeatureextraction #dataprocessing
Playlist Link: https://www.youtube.com/playlist?list=PLvz5lCwTgdXCd200WNDupTMo15DP9iryv
Project Link: https://github.com/animesh1012/machineLearning/tree/main/Music_Genre_Classification
Trained Model file (h5/keras) :
https://drive.google.com/drive/folders/19rydvWDYCJWIEjpMRf-nLbzEogi0h8qx?usp=sharing
Dataset Link:
https://www.kaggle.com/datasets/andradaolteanu/gtzan-dataset-music-genre-classification/data
Видео Music Genre Classification System using Deep Learning Part-6 | Audio Data Preprocessing Part-3 канала SPOTLESS TECH
In this project, we'll learn how to make a powerful deep-learning model for 10 different classes of music audio
In this video, we'll perform data preprocessing on complete dataset and develop a preprocess function which will take all 10 classes of audio file and return features and its corresponding labels
This is Final Part of Audio Data Preprocessing
Later in the upcoming video of this playlist, we will tackle and implement the entire project step by step
#imageclassification #convolutionalneuralnetworks #audioclassification
#deeplearning #datascienceprojects #machinelearning #musicgenre #featureengineering #audiofeatureextraction #dataprocessing
Playlist Link: https://www.youtube.com/playlist?list=PLvz5lCwTgdXCd200WNDupTMo15DP9iryv
Project Link: https://github.com/animesh1012/machineLearning/tree/main/Music_Genre_Classification
Trained Model file (h5/keras) :
https://drive.google.com/drive/folders/19rydvWDYCJWIEjpMRf-nLbzEogi0h8qx?usp=sharing
Dataset Link:
https://www.kaggle.com/datasets/andradaolteanu/gtzan-dataset-music-genre-classification/data
Видео Music Genre Classification System using Deep Learning Part-6 | Audio Data Preprocessing Part-3 канала SPOTLESS TECH
python machinelearning deeplearning convolutionneuralnetwork tensorflow keras sequentialmodel numpy matplotlib kaggle plantdisease prediction precision recall confusionmatrix audioclassification melspectrogram MusicGenreClassifier GTZAN Kaggle JupyterNotebook librosa AudioChunks datapreprocessing featureextraction
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20 июля 2024 г. 18:08:08
00:24:02
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