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music genre classification
The project is a music genre classification system. 1.Data set: GTZAN Genre Collection (1.28G) http://marsyasweb.appspot.com/download/data_sets/ please download and put files to the 'genres_ori' folder in the root directory. 2. convert data from .au to .wav please use any third-party software to convert the audios from .au to .wav and put into 'genres' folder OR use matlab with following code to do so ****************************** %read in music data_path='.\genres_ori\'; save_path='.\genres\'; genres={'blues','classical','jazz','pop','rock'};%5 music genres for i=1:5 %for 5 genres flist=dir(fullfile(data_path,genres{i},'*.au')); %read files in data_path save_list=[save_path genres{i} '\']; n=length(flist); %number of files for j=1:n [data,fs]=audioread(fullfile(data_path,genres{i},flist(j).name)); %read music audiowrite([save_list num2str(j) '.wav'],data,fs); end end ******************************* 3. Used python package: numpy, scipy, os, matplotlib, sklearn,pdb
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