Pemodelan CNN Untuk Deteksi Emosi Berbasis Speech Bahasa Indonesia

Pemodelan CNN Untuk Deteksi Emosi Berbasis Speech Bahasa Indonesia

Perkembangan teknologi menunjukkan semakin banyak kebutuhan perangkat yang mampu menjalankan interaksi antara manusia dengan computer secara cerdas. Satu contohnya adalah sistem pengenalan emosi dengan computer. Di dalamnya diperlukan kemampuan untuk melakukan pengenalan, penafsiran, dan memberikan...

Full description

Bibliographic Details
Main Authors:	Yulistia Khoirotul Aini, Tri Budi Santoso, Titon Dutono
Format:	Article
Language:	Indonesian
Published:	Politeknik Caltex Riau 2021-06-01
Series:	Jurnal Komputer Terapan
Subjects:	Speech Emotion Recognition (SER), CNN, deep learning
Online Access:	https://jurnal.pcr.ac.id/index.php/jkt/article/view/4623

Similar Items

Bangla Speech Emotion Recognition and Cross-Lingual Study Using Deep CNN and BLSTM Networks
by: Sadia Sultana, et al.
Published: (2022-01-01)

CNN Modelling Untuk Deteksi Wajah Berbasis Gender Menggunakan Python
by: warnia nengsih
Published: (2020-11-01)

Identifikasi Jenis Kelamin Secara Real Time Berdasarkan Suara Pada Raspberry Pi
by: Mirza Ardiana, et al.
Published: (2022-06-01)

Performance Improvement of Speech Emotion Recognition Systems by Combining 1D CNN and LSTM with Data Augmentation
by: Shing-Tai Pan, et al.
Published: (2023-05-01)

Deteksi Tangan Otomatis Pada Video Percakapan Bahasa Isyarat Indonesia Menggunakan Metode YOLO Dan CNN
by: Indah Inayatul Arifah, et al.
Published: (2022-11-01)

Deteksi Emosi Wicara pada Media On-Demand menggunakan SVM dan LSTM
by: Ainurrochman, et al.
Published: (2020-10-01)

Cascaded Convolutional Neural Network Architecture for Speech Emotion Recognition in Noisy Conditions
by: Youngja Nam, et al.
Published: (2021-06-01)

Emotional Speech Recognition Using Deep Neural Networks
by: Loan Trinh Van, et al.
Published: (2022-02-01)

Identifying languages in a novel dataset: ASMR-whispered speech
by: Meishu Song, et al.
Published: (2023-06-01)

A Light-Weight Autoregressive CNN-Based Frame Level Transducer Decoder for End-to-End ASR
by: Hyeon-Kyu Noh, et al.
Published: (2024-02-01)

Hate Speech Detection: Performance Based upon a Novel Feature Detection
by: Saugata Bose
Published: (2022-12-01)

Preliminary investigation of real-time Bahasa Malaysia speech recognizer
by: 378939 Abdullah Che Mohd
Published: (1983)

Preliminary investigation of real-time Bahasa Malaysia speech recognizer / [mikrofilem]
by: 378939 Abdullah Che Mohd

Fusi Algoritma K-Means dan CNN untuk Klasifikasi Emosi pada Anak
by: Fildzah Aure Gehara Zhafirah, et al.
Published: (2023-08-01)

Using Character-Level Sequence-to-Sequence Model for Word Level Text Generation to Enhance Arabic Speech Recognition
by: Mona A. Azim, et al.
Published: (2023-01-01)

Perbandingan Deteksi Letak Polip pada Citra Colonoscopy menggunakan CNN dengan Arsitektur RetinaNet
by: RONALDO DAVE JONATHAN, et al.
Published: (2022-10-01)

Human–Computer Interaction with a Real-Time Speech Emotion Recognition with Ensembling Techniques 1D Convolution Neural Network and Attention
by: Waleed Alsabhan
Published: (2023-01-01)

CNN-Based Identification of Parkinson’s Disease from Continuous Speech in Noisy Environments
by: Paul Faragó, et al.
Published: (2023-04-01)

Multi-Path and Group-Loss-Based Network for Speech Emotion Recognition in Multi-Domain Datasets
by: Kyoung Ju Noh, et al.
Published: (2021-02-01)

Transformer-Based Multilingual Speech Emotion Recognition Using Data Augmentation and Feature Fusion
by: Badriyya B. Al-onazi, et al.
Published: (2022-09-01)

Speech Enhancement Algorithm Based on a Convolutional Neural Network Reconstruction of the Temporal Envelope of Speech in Noisy Environments
by: Rahim Soleymanpour, et al.
Published: (2023-01-01)

Recognition of Emotions in Speech Using Convolutional Neural Networks on Different Datasets
by: Marta Zielonka, et al.
Published: (2022-11-01)

PROTOTIPE APLIKASI PENGENALAN WAYANG KULIT MENGGUNAKAN CNN BERBASIS VGG16
by: dwi puji prabowo, et al.
Published: (2021-12-01)

Deep learning based assistive technology on audio visual speech recognition for hearing impaired
by: L Ashok Kumar, et al.
Published: (2022-06-01)

Combining wav2vec 2.0 Fine-Tuning and ConLearnNet for Speech Emotion Recognition
by: Chenjing Sun, et al.
Published: (2024-03-01)

The designing of Bahasa Malaysia phonetically balanced word list for speech intelligibility evaluations purposes /
by: 406726 Goh, Han Soon
Published: (1993)

Bahasa melayu speech recognition system based on n-tuple technique /
by: 255791 Jasmy Yunus, et al.

Visual Speech Recognition for Kannada Language Using VGG16 Convolutional Neural Network
by: Shashidhar Rudregowda, et al.
Published: (2023-03-01)

Deteksi Penyakit Covid-19 Pada Citra X-Ray Dengan Pendekatan Convolutional Neural Network (CNN)
by: Mawaddah Harahap, et al.
Published: (2022-02-01)

The refinement of Bahasa Malaysia phonetically balanced word lists /
by: 267821 Aini Sulaiman
Published: (1994)

A preliminary investigation of Macro-11-Based real-time Bahasa Malaysia speech synthesizer /
by: 245127 Lee, Swee Huat
Published: (1982)

Enhancing Speech Emotion Recognition Using Dual Feature Extraction Encoders
by: Ilkhomjon Pulatov, et al.
Published: (2023-07-01)

Emotional speech-based personality prediction using NPSO architecture in deep learning
by: Kalpana Rangra, et al.
Published: (2023-02-01)

Sistem Deteksi Level Diabetic Retinopathy Melalui Citra Fundus Mata dengan Menggunakan Metode CNN (Convolutional Neural Network)
by: Mochamad Andy Ardyansyah, et al.
Published: (2023-10-01)

Metadiscourse Markers in CNN Health News Articles
by: Nurul Aini, et al.
Published: (2022-06-01)

Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models
by: Babak Joze Abbaschian, et al.
Published: (2021-02-01)

End-to-End Mandarin Speech Recognition Combining CNN and BLSTM
by: Dong Wang, et al.
Published: (2019-05-01)

Purwarupa Sistem Deteksi COVID-19 Berbasis Website Menggunakan Algoritma Convolutional Neural Network
by: Ari Fadli, et al.
Published: (2021-10-01)

Deteksi Komentar Cyberbullying Pada YouTube Dengan Metode Convolutional Neural Network – Long Short-Term Memory Network (CNN-LSTM)
by: Albertus Josef Andika, et al.
Published: (2023-10-01)

Implementation of CNN-MLP and CNN-LSTM for MitM Attack Detection System
by: Hartina Hiromi Satyanegara, et al.
Published: (2022-06-01)