Sound-event classification for robot hearing

Sound event classification is one of the hot topics attracting a lot of researches on different methods of achieving it. Environmental sound classifications are useful in surveillances and in robots hearings. There are multiple ways to classify the sound events and in this paper, machine learning me...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Khine, Su Wai
مؤلفون آخرون: Jiang Xudong
التنسيق: Final Year Project
اللغة:English
منشور في: Nanyang Technological University 2020
الموضوعات:
الوصول للمادة أونلاين:https://hdl.handle.net/10356/140482
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الوصف
الملخص:Sound event classification is one of the hot topics attracting a lot of researches on different methods of achieving it. Environmental sound classifications are useful in surveillances and in robots hearings. There are multiple ways to classify the sound events and in this paper, machine learning method using MatLab is implemented. The model is built and trained and have achieved the accuracy rate of 85%.