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Journal : Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control

Pattern Recognition Bird Sounds Based on Their Type Using Discreate Cosine Transform (DCT) and Gaussian Methods Hendro Nugroho; Wahyu Widodo; Andy Rachman
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 4, No 3, August 2019
Publisher : Universitas Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22219/kinetik.v4i3.791

Abstract

To know the type of bird, most people know from the shape of bird species and the sound of birds. In this study, it identified the pattern of bird sounds. The bird sounds studied were Canary Trills, Vulture and Crow birds. In the introduction of the type of bird sound pattern in this study using the Discrete Cosine Transform (DCT) method and Gaussian value. The researcher conducted several steps to get the sound model of birds, among others, namely (1) bird sound input in the form of WAV file, (2) Hamming Windowing, (3) DFT / FFT, (4) Mel Bank Filter, (5) DCT, and (6) Value Gaussian. The output obtained is in the form of vector values and represented in graphical form. The results obtained in the study of pattern recognition of bird sound types get the results of observations in the same bird sound duration and frequency of the same, then the same pattern is obtained in the same bird as evidenced by calculating the closest distance value with Bray Curtis method. For the same duration of time and the length of the frequency that is not the same; it found that the pattern of bird sounds is not the same.
Co-Authors Abdul Kholiq Al Anam Abdul Kholiq Al Anam Abu Muna Almaududi Ausat Ach. Khafid Salim Adib Pakarbudi Adikusuma, Rahmatullah Wirya Adjie Sulaiman Afif Bahtiar Afriandhi, Mochamad Ilham Agung Kurnianto Aji, Bimantoro Bayu Akhmat Fathoni Al Ahmad, Ubaidillah Alala, Pratama Sandy Albana, Isa Alfikri, Allif Mufti ANDI WIJAYA Andi Wijaya Andi Wijaya Andreansyah, Ahmad Andriya Risdwiyanto Anjas Purwadi Anwar Anwar Sodik, Anwar Asfahani, Asfahani Astried Silvanie Ausat, Abu Muna Almaududi Bagus Eko Prasetyo Bahtiar, Afif Bayu Fahmi Agustin Berliana Devi Bryan Gusrat Salajun Budanis Dwi Meilani Budi, Adib Pakar Chasbulloh, Adhyasta Rozak Abiyu Choirul Anam AM Diponegoro Chrisna A Dewi Christian Eko Yunianto Citra Nurina Prabiantissa Dadang Muhammad Hasyim Danang Haryo Sulaksono, Danang Haryo Dandi Dwicahyo Dea Tiara Piay Dewi Chatrin Esther Manalu Dhaniswara, Erwin Dian Puspita Hapsari Dita Nurmadewi Edy Santoso Edy Santoso Eka Cahya Muliawati Eka Putra, Ricky Eldo, Handry Enggar Alfianto Fadhillah, Dini Nur Fahrurrozi, Nanang Fakhrur Rozi, Nanang Farida Farida Fatchur Rozi Fa’iz Abiyyu Rizqullah Saputra Ferdiansyah, M. Anandi Firman Dwi Cahyo Kurniawan Firman Dwi Cahyo Kurniawan Gusti Eka Yuliastuti Hari Agus Sujono Hendra Thesna Prayoga Hendro Nugroho Hendro Nugroho, Hendro Hirdhan Farhan Antama Hizbul Khootimah Azzaakiyyah Ii Sopiandi, Ii Imam Prayogo Pujiono Indy Ramadhan Khayatullah Ismaya, Agam Sulaiman Jani, Vincentius Depaulo Kafi, Nur Holis Khalik, Muh Fihris Linda A Lestari Lubis, Windi Nitasya M. Anandi Ferdiansyah Mariano Do Rosario Pinto Mauludin, Mohammad Mohammad Shihab Ichal Saxena Setyawan Muchamad Kurniawan, Muchamad Muchammad Aziz Choiri Muchammad Kurniawan Muhamad Imron Wazirudin Muhamad Ziaul Haq Muhammad Ade Kurnia Harahap Muhima, Rani R Muhima, Rani Rotul Mukti, Fajar Ali Mulyono, Budi Muthahari, Fairuz Abadi Nanang Fakhrur Rozi Nazaruddin Ahmad Nitin, Mahon Nursalim Oktafian Farhan Pakarbudi, Adib Pinto, Mariano Do Rosario Prafianti, Rayinda Aseti Prasetyo, Bagus Eko Pratama Sandi Alala Prihananda, Raafi Purnomo Sariyanto, Ponco Purwanto, Mochamad Yuliadi Putra, Moch Andria Reza Effendi Putra, Muhammad Syahrur Ramdhani Putri, Anggi Yhurinda Perdana Putri, Rahmi Rizkiana Rachmad Maulana Putra Rachman Arief Rachman Arief Rachman Arief, Rachman Rafi Oktaviano Eka Limanjaya Rahayu, Novi rahmad, ali Rahmi Rizkiana Putri Rani R Muhima Rani Rotul Muhima Resa Uttungga Richard Chandrianto Rizal Arianto Ruli Utami, Ruli Salim, Ach. Khafid Setiawan, Muhammad Charis Sri Wahyuningsih, Suluh Sulaeman, Moh. Muklis Sulistyowati Sulistyowati Sulistyowati Sulistyowati Sulistyowati Sulistyowati, Riny Sulistyowati, Sulistyowati Sulistyowati Suparjo Suparjo Susilowati, Arda Gusema susilowati, Sulistyowati Sutisna, Dede Syamsu Hidayat Syamsu Rijal Syariifuddin, Farhan Trisna Rukhmana Uli Wildan Nuryanto Uttungga, Resa Wahyu S. Pambudi Wahyu Widodo Wahyu Widodo Wahyu Widyanto Wahyudi, Ahmad Lutfi Wahyudi, Dimas Dwi Wazirudin, Muhamad Imron Wildanul Irsyad Yanuar Efendi Yasir Riady Yunianto, Christian Eko Zaqiyah, Hafida Nur