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All Journal Edu Komputika Journal SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Edukasi Islami: Jurnal Pendidikan Islam Prosiding SAKTI (Seminar Ilmu Komputer dan Teknologi Informasi) INTEGRITAS : Jurnal Pengabdian Abdimas Toddopuli: Jurnal Pengabdian Pada Masyarakat TRIDARMA: Pengabdian Kepada Masyarakat (PkM) Belantika Pendidikan Abdi Kami : Jurnal Pengabdian Kepada Masyarakat Jurnal Graha Pengabdian Jurnal Pengabdian kepada Masyarakat Jurnal Impresi Indonesia Journal of Disruptive Learning Innovation (JODLI) Aptekmas : Jurnal Pengabdian Kepada Masyarakat Journal of Engineering, Electrical and Informatics (JEEI)
Achmad Hamdan
Universitas Negeri Malang
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Prototype of Smartglasses English Translator in the LSTM-Based Tourism Sector and Speech Recognition and Speech Synthesis Technology Saputra, Jonathan Widodo Wiji; Hamdan, Achmad
Jurnal Impresi Indonesia Vol. 4 No. 4 (2025): Indonesian Impression Journal (JII)
Publisher : Riviera Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58344/jii.v4i4.6420

Abstract

Language barriers remain a significant challenge in the tourism sector, particularly in Indonesia, where communication between international tourists and local service providers often faces difficulties due to limited English proficiency. Existing translation tools, such as mobile apps and standalone devices, suffer from limitations like reliance on internet connections, one-way communication, and the need for additional devices. This research aims to develop a smart glasses prototype that integrates speech recognition, Long Short-Term Memory (LSTM)-based translation, and speech synthesis technologies to offer real-time, bidirectional communication. The prototype development involved several stages: literature review, design, tool collection, prototyping, and testing using the Tatoeba dataset, which includes 13,570 English-Indonesian sentence pairs. The smart glasses prototype was tested for translation accuracy, speech recognition, and synthesis performance, yielding BLEU scores of 36.5% for Indonesian-English and 39.8% for English-Indonesian, with accuracy rates of 80.8% and 87.8%, respectively. The prototype demonstrated effective real-time translation with speech-to-text and text-to-speech functionalities. These results show that the smart glasses prototype can significantly improve the quality of communication between tourists and local communities, enhancing the competitiveness of Indonesia's tourism industry. The study implies that wearable translation devices could become essential tools in tourism, reducing language barriers and fostering better cross-cultural interactions.
Implementasi Sistem Informasi Manajemen Ekstrakurikuler Berbasis Website di SMK Negeri 1 Sampang Hary Suswanto; Hamdan, achmad; Muhammad Afnan Habibi; Wahyu Nur Hidayat
Abdimas Toddopuli: Jurnal Pengabdian Pada Masyarakat Vol. 4 No. 2 (2023): Juni 2023
Publisher : Universitas Cokroaminoto Palopo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30605/atjpm.v4i2.2619

Abstract

Ekstrakurikuler merupakan kegiatan di luar jam pelajaran sebagai upaya membentuk manusia seutuhnya untuk mendukung pencapaian tujuan pendidikan. SMK Negeri 1 Sampang adalah salah satu lembaga pendidikan kejuruan negeri unggulan di kota Sampang. Namun, pelayanan kegiatan ekstrakurikuler disana masih belum maksimal. Sebagai solusi untuk mengatasi permasalahan pada mitra adalah mengimplementasikan Sistem Informasi Manajemen Ekstrakurikuler (SIME) berbasis website. Tujuan pengabdian ini adalah memberikan layanan kegiatan ekstrakurikuler yang optimal kepada siswa, meningkatkan partisipasi siswa dalam mendaftar ekstrakurikuler, memberikan fasilitas kemudahan bagi pembina dalam melakukan pengelolaan data manajemen kegiatan ekstrakurikuler, serta dapat meningkatkan efisiensi pelaksanaan dan pelaporan kegiatan ekstrakurikuler. Metode pelaksanaan kegiatan abdimas ini adalah observasi, penentuan prioritas solusi masalah, persiapan, implementasi, pelatihan dan pendampingan serta review dan evaluasi. Kegiatan impelementasi untuk menerapkan program SIME dilakukan satu hari sebelum pelaksanaan pendampingan atau pelatihan penggunaan SIME. Pendampingan kepada peserta dilaksanakan secara tatap muka dengan jumlah peserta yang mengikuti kegiatan pendampingan adalah 10 guru dan 10 siswa perwakilan dari masing-masing kegiatan ekstrakurikuler. Hasil yang diperoleh adalah seluruh peserta dapat mengoperasikan sistem informasi manajemen yang dibuat serta SIME yang diimplementasikan dapat meningkatkan efektivitas monitoring dan evaluasi kegiatan ekstrakurikuler di SMK Negeri 1 Sampang.
Co-Authors Abdullah Iskandar Syah Adelia Nur Ramadhani Agung Witjoro Agusta Rakhmat Taufani Al Ihsan, Rifqi Andrian Rachmat Anik Nur Handayani Aripriharta - Avrilia, Annisa Azhar Ahmad Smaragdina Bagus Aditama Eko Noerhayati Ellvina Pramitadewi Wahyunigtyas Filsafalasafi, Alfi Hary Suswanto Hermanto, Yon Ade Lose I Made Irawan Kartika Candra Kirana Krisma Anuarin Hidayat M. Zainal Arifin Mochammad Rizal Ramadhan Muhammad Afnan Habibi Muhammad Aris Ichwanto Muladi Narendra Handaryan Yudhistira Norma Mustika, Soraya Nur Hidayat, Wahyu Pratama, Aryansyah Rezi Duta Pratama Saputra, Jonathan Widodo Wiji Shofiea, Maulida Slamet Wibawanto Soraya Norma Mustika Suci Indah Permatasari Sujit Sujit Sunaryono Sunaryono, Sunaryono Tomi Listiawan