Bird sound identification based on artificial neural network
Due to effect of climate changes and count of endangered animal, many researchers proposed animal species recognition system to help them for specific study. This paper proposes to identify bird sound identification using Artificial Neural Network (ANN). Each bird has a different tone of sounds. ANN...
| Main Authors: | , , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2020
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| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/6211/1/P12434_1409cd83f35b38e2e6379c42bbba4dcb.pdf |
| _version_ | 1825710149020418048 |
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| author | Mohd Sukri, Muhammad Mujjajdid Fadlilah, Umi Saon, Sharifah Mahamad, Abd Kadir Md Som, Mohamad Sidek, Azmi |
| author_facet | Mohd Sukri, Muhammad Mujjajdid Fadlilah, Umi Saon, Sharifah Mahamad, Abd Kadir Md Som, Mohamad Sidek, Azmi |
| author_sort | Mohd Sukri, Muhammad Mujjajdid |
| collection | UTHM |
| description | Due to effect of climate changes and count of endangered animal, many researchers proposed animal species recognition system to help them for specific study. This paper proposes to identify bird sound identification using Artificial Neural Network (ANN). Each bird has a different tone of sounds. ANN is applied to classify and recognise the bird sounds using Matlab software. Firstly, all required data in term of power spectral density of bird is used in order to obtain data for each bird types. The next process is to train ANN to identify species of birds. Only one bird can identify in one time. Lastly, the graphical user interface (GUI) of bird sound identification have been developed that required the user to fed audio input of bird sound in order to recognise bird species. This project is done successfully and can be used to identify bird species. |
| first_indexed | 2024-03-05T21:53:14Z |
| format | Conference or Workshop Item |
| id | uthm.eprints-6211 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | English |
| last_indexed | 2024-03-05T21:53:14Z |
| publishDate | 2020 |
| record_format | dspace |
| spelling | uthm.eprints-62112022-01-31T06:50:39Z http://eprints.uthm.edu.my/6211/ Bird sound identification based on artificial neural network Mohd Sukri, Muhammad Mujjajdid Fadlilah, Umi Saon, Sharifah Mahamad, Abd Kadir Md Som, Mohamad Sidek, Azmi TK7800-8360 Electronics Due to effect of climate changes and count of endangered animal, many researchers proposed animal species recognition system to help them for specific study. This paper proposes to identify bird sound identification using Artificial Neural Network (ANN). Each bird has a different tone of sounds. ANN is applied to classify and recognise the bird sounds using Matlab software. Firstly, all required data in term of power spectral density of bird is used in order to obtain data for each bird types. The next process is to train ANN to identify species of birds. Only one bird can identify in one time. Lastly, the graphical user interface (GUI) of bird sound identification have been developed that required the user to fed audio input of bird sound in order to recognise bird species. This project is done successfully and can be used to identify bird species. 2020 Conference or Workshop Item PeerReviewed text en http://eprints.uthm.edu.my/6211/1/P12434_1409cd83f35b38e2e6379c42bbba4dcb.pdf Mohd Sukri, Muhammad Mujjajdid and Fadlilah, Umi and Saon, Sharifah and Mahamad, Abd Kadir and Md Som, Mohamad and Sidek, Azmi (2020) Bird sound identification based on artificial neural network. In: 2020 IEEE Student Conference on Research and Development (SCOReD), 27-28 September 2020, Johor, Malaysia. |
| spellingShingle | TK7800-8360 Electronics Mohd Sukri, Muhammad Mujjajdid Fadlilah, Umi Saon, Sharifah Mahamad, Abd Kadir Md Som, Mohamad Sidek, Azmi Bird sound identification based on artificial neural network |
| title | Bird sound identification based on artificial neural network |
| title_full | Bird sound identification based on artificial neural network |
| title_fullStr | Bird sound identification based on artificial neural network |
| title_full_unstemmed | Bird sound identification based on artificial neural network |
| title_short | Bird sound identification based on artificial neural network |
| title_sort | bird sound identification based on artificial neural network |
| topic | TK7800-8360 Electronics |
| url | http://eprints.uthm.edu.my/6211/1/P12434_1409cd83f35b38e2e6379c42bbba4dcb.pdf |
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