yasharth328 / Feature-Engineering-and-Classification-of-Audio-Data

Feature-Engineering-and-Classification-of-Audio-Data

1. Performed feature extraction techniques like PCA on GTZAN dataset using Jupyter.
2. Visualized audio data’s different features like ZCR,Spectrograms by conversion through STFT.
3. Applied ML algorithms like SVM,LSTM,HGB,CNN,Transfer learning and BiLSTM.
4. Measured and plotted there performance graphs using accuracy as the performance metric.