Antivirus : Jurnal Ilmiah Teknik Informatika
Vol 17 No 1 (2023): Mei 2023

KLASIFIKASI GENDER BERDASARKAN SUARA MENGGUNAKAN RECURRENT NEURAL NETWORK (RNN)

Adherda, Diva Tifanny (Unknown)
Hikmatyar, Missi (Unknown)
Ruuhwan (Unknown)



Article Info

Publish Date
11 Oct 2023

Abstract

The information technology field continues to progress rapidly. Technological progress is kept in check with such factors as touch, sight, and sound. Each man with another man has a characteristic difference, one that can be seen is by his voice. The processing of sound is an essential concept to all kinds of systems that require human interaction in its daily activities. One of the techniques used in processing speech is classification, which has a direct effect on speech recognition systems. SimpleRNN and LSTM are models of deep learning that can be used to classify sentiment. It can process data in such a sequence as sound, video, and text. These results provide accuracy 90% of the test data and 95% accuracy to the training data.

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Journal Info

Abbrev

antivirus

Publisher

Subject

Computer Science & IT

Description

Memuat hasil penelitian dan kajian kritis bidang teknologi informasi, teknlogi informasi elektronik, pengajaran, penelitian, aplikasi dan inovasi dan rekayasa informatika. ...