کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
489706 704624 2015 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Categorization of ICMR Using Feature Extraction Strategy and MIR with Ensemble Learning
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Categorization of ICMR Using Feature Extraction Strategy and MIR with Ensemble Learning
چکیده انگلیسی

The Indian classical music and the raga's studied in this research paper. This paper focuses on categorization of these ragas into various different categories based on their features extracted. The tools like PRAAT, MIRchromagram and WEKA have been used for the simulation. The results proved the efficiency increased to 89%. This paper includes the ensemble approach that is used to categorize the Indian classical raga's based on their different characteristics. This paper also shows the comparison of different models as well so as to measure the percent changes in their performance.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 57, 2015, Pages 686-694