Tempat Sampah Otomatis Speech Recognition Menggunakan Pocketsphinx

Authors

  • Rizki Aditya Universitas Tanjungpura, Fakultas MIPA, Jurusan Rekayasa Sistem Komputer
  • Abdul Muid Universitas Tanjungpura, Fakultas MIPA, Jurusan Fisika
  • Uray Ristian Universitas Tanjungpura, Fakultas MIPA, Jurusan Sistem Komputer

DOI:

https://doi.org/10.30872/jim.v15i1.2107

Keywords:

Raspberry Pi 3, PocketSphinx, Hidden Markov Model, Tempat Sampah, Speech Recognition,

Abstract

Pada penelitian ini dirancang sebuah tempat sampah otomatis menggunakan speech recognition sebagai pembuka tutup tempat sampah yang bekerja secara otomatis dan dilengkapi umpan balik berupa lampu LED serta LCD yang akan memberi tahu bahwa tempat sampah tersebut penuh sehingga perlu dibuang sampahnya. Mikrofon digunakan sebagai penerima suara, motor servo sebagai pembuka tutup tempat sampah, sensor ultrasonik sebagai deteksi sampah, LED dan LCD sebagai indikator, serta Raspberry Pi 3 sebagai pengolah datanya. Agar alat ini dapat digunakan secara offline maka digunakan library PocketSphinx karena menggunakan Hidden Markov Model sebagai metodenya. Dari penelitian, diperoleh hasil pada noise rendah, waktu respon alat rata-rata 5,13 detik, pada noise sedang, rata-rata memerlukan waktu 9,17 detik dan dengan menetapkan batas toleransi 11 detik sebagai respon tidaknya alat pada noise tinggi, perintah suara dianggap tidak terdeteksi.

References

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Published

2020-02-28

Issue

Vol. 15 No. 1 (2020): Informatika Mulawarman : Jurnal Ilmiah Ilmu Komputer

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