Create README.md

Author: crylent

README.md

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+# Audio Clustering by Spectrum
+My practical work on Basics of AI. This program can clusterize small WAV and MP3 files based on the spectrum of audio they contain.
+It uses the Fourier transform to create the audio spectrum and the K-means algorithm for clustering.
+
+### Usage
+1) Change buffer (window) size if need. Larger numbers make the spectrum more precise, but reduce performance
+2) Select dataset - any directory that contains WAV or MP3 files only
+3) Set the number of clusters to split into
+4) Click "Run"
+
+### Example
+
+#### Items of 1st cluster
+![cymbal1](https://github.com/crylent/AI_clusterization/assets/35966912/272ca151-4e6c-409d-afa4-00af1bd33a8f)
+![cymbal2](https://github.com/crylent/AI_clusterization/assets/35966912/332f09c7-d21f-49cf-995e-7d98f28a4f9f)
+
+#### Items of 2nd cluster
+![drum1](https://github.com/crylent/AI_clusterization/assets/35966912/321e1008-404d-418d-901e-79b6da8be481)
+![drum2](https://github.com/crylent/AI_clusterization/assets/35966912/37f8658d-01b9-4406-bbd2-84eee3f69df6)
+
+#### Items of 3rd cluster
+![vl1 flute](https://github.com/crylent/AI_clusterization/assets/35966912/27a36862-c6c8-4366-8269-6976034dea41)
+![vl1 guitar](https://github.com/crylent/AI_clusterization/assets/35966912/794a4855-539e-487c-bf2c-77a652232ead)
+
+#### Items of 4th cluster
+![piano1](https://github.com/crylent/AI_clusterization/assets/35966912/9d14199e-e6fe-4fe2-8233-f42bda210ae2)
+![piano3](https://github.com/crylent/AI_clusterization/assets/35966912/291d98c7-d278-4e00-8590-4b7f712c9181)
+