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All Journal Proceeding of the Electrical Engineering Computer Science and Informatics ILKOM Jurnal Ilmiah TEKTRIKA - Jurnal Penelitian dan Pengembangan Telekomunikasi, Kendali, Komputer, Elektrik, dan Elektronika Charity : Jurnal Pengabdian Masyarakat Prosiding Konferensi Nasional PKM-CSR eProceedings of Engineering Journal of Computer Engineering: Progress, Application and Technology Telkatika: Jurnal Telekomunikasi Elektro Komputasi & Informatika Jurnal Nasional Sains dan Teknik
Casi Setianingsih
Universitas Telkom
Arts Humanities Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Nursing Public Health Social Sciences

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Journal : Proceeding of the Electrical Engineering Computer Science and Informatics

 1 
Speech Recognition Implementation Using MFCC and DTW Algorithm for Home Automation Abdulloh Salahul Haq; Muhammad Nasrun; Casi Setianingsih; Muhammad Ary Murti
Proceeding of the Electrical Engineering Computer Science and Informatics Vol 7, No 2: EECSI 2020
Publisher : IAES Indonesia Section

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eecsi.v7.2041

Abstract

The use of speech recognition as part of home automation, especially for smart homes, is an exciting thing that is still being developed. That is because of human needs for comfort, convenience, quality of life, and better safety. Speech recognition built in this study is used as a device to control smart home devices by identifying the commands spoken by users, especially in a state of clean speech. The command used is a predetermined consecutive word. For the extraction of voice commands, the MFCC algorithm is used to match spoken words with templates using the Dynamic Time Warping (DTW) algorithm. DTW algorithm can find the difference between 2-time series that have different lengths of time. The results of the accuracy of this system by using these algorithms were successfully carried out by 86.67%, with an average time required to identify the commands of 5.28 seconds.
Earthquake Early Warning System Prototype Based on Lot Using Backpropagation Algorithm Adi Pranesthi; Budhi Irawan; Casi Setianingsih
Proceeding of the Electrical Engineering Computer Science and Informatics Vol 7, No 2: EECSI 2020
Publisher : IAES Indonesia Section

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eecsi.v7.2042

Abstract

Earthquakes are vibrations that occur on the earth's surface due to the sudden release of energy from the inside that creates seismic waves. An earthquake is caused by the movement of the earth's crust (the earth's plate). The frequency of a region refers to the type and size of earthquakes experienced during a period. Along with the development of early earthquake detection system technology provides a solution to minimize earthquake events. This research will discuss the system's design to determine the occurrence of earthquakes through time pattern analysis and Peak Ground Acceleration value. By using the Radial Basis Function Method, which later to minimize the loss of life from earthquakes. And help the main tools owned by the government. This study aims to determine the occurrence of earthquakes from Peak Ground Acceleration values and time analysis patterns, which are obtained from the decision of the Backpropagation method with an accuracy rate of 88%.
Cholesterol Detection Based on Eyelid Recognition Using Convolutional Neural Network Method Rizki Mulia Pratama; Astri Novianty; Casi Setianingsih
Proceeding of the Electrical Engineering Computer Science and Informatics Vol 7, No 2: EECSI 2020
Publisher : IAES Indonesia Section

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eecsi.v7.2043

Abstract

Lack of public awareness of health will cause serious problems. A small example, people now tend to always consume fatty foods without thinking about the risk of cholesterol levels in the body.  Information on the level of cholesterol suffered by humans can be seen on the human eyelids. The eyelids, one part of the eye, can be known as a person's cholesterol level by observing the eyelids' shape and condition, but many people do not know about this. This application is an application made to detect cholesterol based on the shape of the eyelids. This can determine whether a person is exposed to cholesterol or not, using the Convolutional Neural Network (CNN) method in the classification process. This study provides an output in the form of early detection of cholesterol and prevention so that users can minimize the possibility of illness that will be suffered. This research was conducted to detect cholesterol one eyelid based on digital images. For detecting a cholesterol level, this system got 95.83% of accuracy.
Co-Authors Abdi Hazman Abdullah, Zakia Mahbub Abdulloh Salahul Haq Abdurrasyid Ridho Abid Sabyano Rozhan Adi Pranesthi Adita Sukma Wardani Aditya Nugraha Adlirrahaman Hasfi Aji Adrian Sabagus Tanazri Afandy, Muhammad Rizki Afif Husaini Agung Nugroho Jati Agung Nungroho Jati Agustio, Agustio Ahmad Devi Gunawan Ahmad Tri Hanuranto Al Agias Bayu Asa Al Rasyid, Muhammad Irfan Aloisius Gonzaga Januar Widi Aquarizky Alpiansyah, Rizqi Amanda Austin Herlambang Ambarita , Ayub Rosihan Ananta , Fauzi Andaru Kurniadi, Fauzan Andrew Brian Osmond ANGGUNMEKA LUHUR PRASASTI Apendi, Siroojuddin Ardilah, Hanifah Marta Arief Wicaksono, Muhamad Rizky Ariesta, Vinni Arif Aquri Saputra Arifin, Hafid Ikhsan Arramsyah, Izzat Ashri Dinimaharawati Asmianti Asrin Assyahiddini, Raudhatul Rafiqah Attallah Arelian Naufhal Azizah Rahma Asri Bagas Prakoso Putra Bangkit Surya Praja Bazwir, Arasy Budhi Irawan Burhanuddin Dirgantoro Burhanuddin Dirgantoro Chianyung, Chianyung Cornelius Situmorang Dhiyaul Haq, Muhammad Difa Diaraja H, Garry Abel Dinimaarwati, Ashri Dinimaharawati , Ashri Diputra, Hadid Candra Dirgantara , Fussy Mentari Elka Distria Erfa Saputra, Randy Fairuz Azmi Farradita Imanda Fauzan, Aldi Febrian P, M.Haikal Feby Rahmasari Firdaus, Ilham Muhamad Firdi Setiawan Firmansyah, Rheza Ilham Friezka Aina, Brilliant Fuadi, Farhan Fussy Mentari Dirgantara Gayuh Erlanggono G Gemilang, Galih Karya Grace Cyndiana Haadi, Muhamad Addin Al Hamdi Aziz Al-Mujadidi Hanna Diwanti Haq, Abdulloh Salahul Haqi Siregar, Fauzul Hardiyanto, Ridho Adha hidayad, rahmad Hidayat, Fikri Putra Ibrahim, Muhammad Yuzzaf Ilham Arisyandy Imady, Paulin Al Imran, Alfian Insani, Raka Zia Irawan, Harvan Nurluthfi Irfan Dhiya Abirawa Irghiansyah Izzul Haque Islam , Muhammad Izzudin Izzat Arramsyah Izzat Arramsyah Jamaluddin, Muhammad Nur Zainul Jangkaru, Naufal Ramadhan Natafili Jannata Arianda Ja’far Razzaq Jhosua Parningotan Sianipar Kalista, Meta Kallista S, Meta Kevin Manfield Anderson Pasaribu Kusprasapta Mutijarsa Kusuma, Dimas Aji Linda Kartika Luthfy, Dicky M Agung Baskoro M. Indra Halim Arsya Dwi Akbari Maftukhah Carolin Noviardini Manalu, Indratama Pangasian Manurung, Shinta Renata Marisa W. Paryasto Martarheza Marthiyas Masmur , Muhammad Rahardi Maulana Heardy Yusfian Maulana, Erwan Maulani , Fany Megatari Wahyuningrum Handani Meta Kallista Mohammad Ibrahim Al Mahi Mohammad Naufal Nabil Abdillah Muhamad Mario Rizki Muhamad Ramadhan Muhammad Akmal Fauzi Muhammad Ary Murti Muhammad Faris Ruriawan Muhammad Farrel Ahadi Tama Muhammad Fathurrohim Nur Muhammad Iqbal G Putra Muhammad Irfan Al Rasyid Muhammad Izzah Aeman Muhammad Mufti Ramadhan Muhammad Nasrun Muhammad Reza Aji Pangestu Muhammad Syarif, Muhammad Muhammad, Ario Syawal Muhhammad Ary Murti Nasir, Alfian Nasution, Nailul Fikri Nauw, Alvaro Septra Dominggo Nayla, Adine Nisya, Hikmah Novianty, Astri Nugroho, Adlan Afif Nurjanah, Mutiara Nurul Amelia Plambudi Dwigantara, Figo Prabu Arie Pradana Pradhitia, Muhammad Rizky Pranesthi, Adi Prasetya, Harry Pratama, Nurrafi Bagus Pratama, Rizki Mulia Purba Daru Kusuma Putra, Renaldy Eka Putri Ramadhani, Putri R. Rumani M Rumani M Rahma, Alifia Mutiara Raisha Citra Chairani Ramadhan, Fariz Rahman Ramadhan, Haekal Zefa Ramadhan, Muhammad Raihan Ramadhani, Desfitri Randy Efra Saputra Randy Erfa Saputra Raspati , Fadlan Yusuf Ratna Astuti Reyhan Adiptya Reza Mahendra Rimeldo , Arfiq Risqulla, Fajra Rizka Shinta Wulandari Rizki Mulia Pratama Rizky Iskandar Rizky Naufal Perdana Rona Putri, Rizka Rosunika, Wening Alfina Roswan Latuconsina Rumani Rumani Runi Siti N Ruriawan, M. Faris Saifullah, Muhammad Daffa’ Sakinah, Adinda Ophelia Putri Saputra , Randy Erfa Saputra, Fauzi Bayu Saragih, Umar Faruk Septian Putra Manuel Simangunsong Setra, Dimas Lwanna Setyadi, Ardhana Shandi, Rifqi Fadhila Sigit Yudha Juwantoro Siswoyo, Carrillo Rasyad Soeriamaritsa, Muthie Armalia Sony Sumaryo Sulle, Yusuf Suryo Adhi Wibowo Syam, Rizky Ramadhani Tia Dianti Hajizah Tinton Aji Sadewo Tito Waluyo Purboyo Toscana, Alwi Zulfauzi Umar Ali Ahmad Utama, Gilang Ramadhan Valerian Ezra Vyanza Wendi Harjupa Whidyarto, M.imam Wibowo S , Andika Suryo Wicaksana, Pandu Adhimakayasa Yudha Purwanto Yudhi Septian Rahman Zamhari, Dyka Khairullah Ziqra Haniffah Ziza Amira Syafini