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All Journal Jurnal Sains Materi Indonesia JURNAL FISIKA Jurnal Matematika & Sains JURNAL ISTEK ALHAZEN Gravity : Jurnal Ilmiah Penelitian dan Pembelajaran Fisika Scientiae Educatia: Jurnal Pendidikan Sains Jurnal Analisa Jurnal Pendidikan Fisika dan Keilmuan (JPFK) Time in Physics: Journal for Theoretical, Instrumentation, Material-Molecular, and Education Physics
Hasniah Aliah
Department Of Physics, Faculty Of Science And Technology, UIN Sunan Gunung Djati Bandung
Astronomy Computer Science & IT Earth & Planetary Sciences Education Materials Science & Nanotechnology Mathematics Physics

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Implementation of Adaptive Neural Fuzzy Inference Systems (Anfis) For Speech Recognition Applications In Smart Home Control Permana, Roni; Sanjaya, W S Mada; Aliah, Hasniah
TIME in Physics Vol. 2 No. 2 (2024): September
Publisher : Universitas Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11594/timeinphys.2024.v2i2p77-84

Abstract

Signal Processing is signal processing that is related to the presentation, transformation, and manipulation of signal content and information. Digital Signal Processing is signal processing that is related to the presentation, transformation, and manipulation of signal content and information in digital form. The speech control system is very efficient. Speech signals are signals that change over time at a relatively slow speed. If observed at short intervals (between 5 and 100 miles per second), the practical characteristics are constant, but if observed at longer intervals, the characteristics appear to change according to the sentences spoken. This study uses the signal pattern recognition method with the MFCC and ANFIS methods as learning. The performance results of the entire system obtained an accuracy value with 6 feature extractions in 2 respondents, namely 65% ​​-72.5% and the smarthome control system worked well.
Co-Authors Adam Malik Albert Manggading Hutapea Andhy Setiawan Asti Sawitri Dani Gustaman Syarif Elis Sabilil Hidayah Euis Sustini Fiyka Priyahita Horasdia Saragih Ida Ayu Putu Sri Widnyani Masturi Masturi Mikrajuddin Abdullah Mujib Ubaidillah Neneng Sugianti Nurul Hidayah Eka Putri Permana, Roni Pipih Nurhidayati Rahayu Kariadinata Ramdani Wahyu Sururie Ridwan Ramdani Rini Cahyandari Riva Lesta Ariany Ryan Nur Iman Sanjaya, W S Mada Sukirno Sukirno Susanti, Seni Sutrisna, Irma Wati Syaja'ah, Khoerun Nisa Tika Karlina Rachmawati Toto Winata Toto Winata Yuni Karlina