Abstract:
We have presented a musical instrument classification method in this paper. This
Knowledge of the instrumentation of a musical signal could be useful for major audio
signal processing problems such as sound source separation and automated music
transcription.
We used convolutional neural networks (CNNs), k-Nearest Neighbors (KNN), Support
Vector Machine (SVM) to develop the project as it requires less formal statistical training.
This project can help people mainly for music data analysis. Many other projects has been
prepared earlier.
On this topic but we tried our best to reduce the errors and add more instruments to classify
than before.