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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) Unifikasi: Jurnal Ilmu Hukum Seminar Nasional Informatika (SEMNASIF) CESS (Journal of Computer Engineering, System and Science) InfoTekJar : Jurnal Nasional Informatika dan Teknologi Jaringan Unram Law Review Sinkron : Jurnal dan Penelitian Teknik Informatika Syntax Literate: Jurnal Ilmiah Indonesia Jurnal Tekno Insentif J-SAKTI (Jurnal Sains Komputer dan Informatika) Legal Standing : Jurnal Ilmu Hukum Majalah Ilmiah UNIKOM Jurnal Riset Informatika Journal of Humanities and Social Studies Madinah: Jurnal Studi Islam Jurnal Tekno Kompak Pena Justisia: Media Komunikasi dan Kajian Hukum Nurani Hukum : Jurnal Ilmu Hukum Jutisi: Jurnal Ilmiah Teknik Informatika dan Sistem Informasi Jurnal Riset Akuntansi Kontemporer Batulis Civil Law Review IICS J-SAKTI (Jurnal Sains Komputer dan Informatika) Sultan Jurisprudence : Jurnal Riset Ilmu Hukum Jurnal Impresi Indonesia Jurnal Pengabdian Kepada Masyarakat Abdi Nusa Jurnal Pengabdian Kepada Masyarakat Abdi Putra Edu Sociata : Jurnal Pendidikan Sosiologi International Journal Engineering and Applied Technology (IJEAT) JURNAL ILMIAH INFOKOM Jurnal Ilmiah MEA (Manajemen, Ekonomi, dan Akuntansi) Eduvest - Journal of Universal Studies eProceedings of Management Probono and Community Service Journal Imara: Jurnal Riset Ekonomi Islam Pubmedia Jurnal Penelitian Tindakan Kelas Indonesia Kanun: Jurnal Ilmu Hukum Riset Akuntansi dan Keuangan Indonesia Civic Education Law and Humaniora : Jurnal Pengabdian Masyarakat Terintegrasi Jembatan Hukum: Kajian Ilmu Hukum, Sosial dan Administrasi Negara Jurnal Pengabdian Masyarakat Ekonomi dan Bisnis Digital JURNAL AKADEMIK EKONOMI DAN MANAJEMEN Unifikasi : Jurnal Ilmu Hukum Research In Management and Accounting (RIMA)
Muslih, Muhamad
Universitas Nusa Putra
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Integration of Transformer Model Text Summarization and Text-to-Speech in Helping Document Understanding in the Bukudio Application Ivana Lucia Kharisma; Kamdan Kamdan; Anggun Fergina; Tofik Hidayat; Moh. Abd. Aziz Hidayat; Muhamad Muslih; Adhitia Erfina
IAIC International Conference Series Vol. 4 No. 1 (2023): SEMNASTIK 2023
Publisher : IAIC Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34306/conferenceseries.v4i1.653

Abstract

The need for effective, accurate and precise understanding of information will provide optimization of the decision-making process, increase knowledge and quality of life. Understanding information in relation to the document summarization process, if done manually, sometimes takes quite a long time. Text summarization techniques which are useful as document summarizers have been developed and applied to various things such as summarizing important documents, news texts or customer feedback. In this article, text summarization using the text rank method and transformer modeling integrated with text to speech techniques is developed in the Bukudio application, which is an application that provides audio versions of book documents in the application database. Based on the test results, the evaluation process was carried out using the Rouge method and gave the best results in calculating the Rouge 1 overlap monogram resulting in 0.523 for the F1 Score value, 0.434 for the precision value and 0.659 for the recall value. This research will be developed using other methods so that not only files in PDF document format can be processed, but other EPUB (Electronic Publication) files.
Co-Authors adang badru jaman,anggun fergina, adang badru jaman,anggun fergina Adhitia Erfina Ahmad Rayhan Ainaya Arasya Aulia Akbar, Brilyan Yusuf Akbari, Wahyu Azriel Alamsyah, Muhammad Rifky Angel, Destyani Anggy Pradiftha Junfithrana Anne Gunawati Anne Gunawati Anwar, Jarkasi Ariefin, Ariefin Arina Simangunsong, Gabriel Naomi Rumondang Ariz Gustiana Asep Sutiawan Ati Sulastri Ayu Larasati Basri, Muhamad Budiarto, Iqbal Graha Hutama Caesaria, Septia Mitha Dea Kris Sintiana Putri Dede Agus Dede Agus dede agus, dede Defina Damayanti Dhea Lestari Edwinanto Efriyanto, Efriyanto Eki Furqon Eki Furqon Elsa Ramadanti Eneng Siti Nasiroh Fachrian Luthfi Fadillah falentino sembiring Febianca Azania Kholida Febriandhani, Ferry Febriani, Ersa Feri Fahmi Al Gadri Ferina Ardhi C Furqon, Eki Gerry Firmansyah Gunawati, Anne Gustian, Dudih Hamim, Thoat Hanum Regitawati Huda, Baenil Iis Munawaroh Ira Ardila IVANA LUCIA KHARISMA Jarkasi Anwar Jarkasi Anwar Jarkasi Anwar Jelita Asian Jihan Sopyana Jordan Chan William Kamdan Kirishchieva Irina Rafaelevna KURNIA KURNIA, KURNIA Kurniawan kusumawardhani, adinda pramesty sulistya Lesmana, Seko Lisnawati Fitriyani Lisnawati Fitriyani Liyola Wendysofynia Luthfiah, Eva M., Galuh Tresna Madao, Nadakeisha Maghfiroh, Oktavia Isanur Mega Lumbia Octavia Sinaga Melvi Noviza Meynisa, Ambel Milah Nurhasanah Mirela, Dea Sinta Mochamad Khilmi Moh. Abd. Aziz Hidayat Mohamad Najib Mokhamad Gisa Vitrana Muhamad Asep Saepul R Muhammad Rangga Abdurrasyid Muhammad Rifqi Abdul Jabbar Mupaat Muthia Meisya Lavil Mutiara Islam Hasanah Nadiya Eka Puspita Virginia Nadya Klarisa Najla Tasya Fairuz Neneng Komariah Neneng Komariah Neng Resti Wardani Neng Sri Intan Septiani Noerkholiq, Shasha Marina Aufa Novohatko Elena Nivolaevna Nunik Destria Arianti Nur Nadhifah Nurlina Nuryati Solapari Palmawati Tahir Palmawati Tahir Pratiwi, Dita Indah Purnamasari Purnamasari Purnamasari, P Raden Prasetio Kustiandrana Rani Sri Agustina Raziya Mutasim Reni Rahayu Richieta, Yulia Billiart Laksmi Rifa, Rizka Noor Rina Hati Rizal Fahmi Awaludin RR. Ella Evrita Hestiandari Saeful Bahri Saepudin, Sudin Sastradipraja, C K Shasha Marina Aufa Noerkholiq Siska Ahmad Siti Atisa Hartati Siti Khalifah Siti Rahmah Arbai Sofiana, Debi Mega SRI RAHAYU Sri Redjeki Suhadi, Aris Tahir, Palmawati Thoat Hamim Tofik Hidayat Tri Utami Lestari Tukino, Tukino Utomo Virginia Veronica Wahdan Arum Inawati Wowon Yudi Nata Yuniar Calisna Yusef Bintang Fajar Yusep Bintang Fajar Yusuf Iskandar Zuliana Dwi Takari