Spoken Arabic digits recognition using deep learning

ASMB Wazir, JH Chuah - 2019 IEEE International Conference …, 2019 - ieeexplore.ieee.org
Speech recognition has undergone tremendous advancement over the past 50 years. Deep
Neural Network (DNN) is one of the most popular methods for speech analysis thanks to its …

[PDF][PDF] Predicting Velocity and Direction of Ocean Surface Currents using Elman Recurrent Neural Network Method.

EA Kusnanti, DC Rini Novitasari… - Journal of Information …, 2022 - researchgate.net
Background: Ocean surface currents need to be monitored to minimize accidents at ship
crossings. One way to predict ocean currents—and estimate the danger level of the sea—is …

Assessment of dysarthric speech using Elman back propagation network (recurrent network) for speech recognition

S Selva Nidhyananthan… - International Journal of …, 2016 - Springer
In this paper, the role of speech recognition system in the assessment of dysarthric speech
based on a method called Elman back propagation network (EBN) is studied. Dysarthria is a …

Fighting COVID-19: Convolutional neural network for elevator user's speech classification in Bahasa Indonesia

HR Yulianto - Procedia Computer Science, 2021 - Elsevier
The use of deep learning to automatically recognize and classify the floor numbers and
commands spoken by elevator users could help reduce transmission of COVID-19 by …

Pengenalan Ucapan Bahasa Indonesia Menggunakan MFCC dan Recurrent Neural Network

P Tridarma, SN Endah - Jurnal Masyarakat Informatika, 2020 - ejournal.undip.ac.id
Pengenalan ucapan (speech recognition) merupakan perkembangan teknologi dalam
bidang suara. Pengenalan ucapan memungkinkan suatu perangkat lunak mengenali kata …

[HTML][HTML] Isolated spoken word recognition using one-dimensional convolutional neural network

JA Qadir, AK Al-Talabani, HA Aziz - International Journal of Fuzzy Logic and …, 2020 - ijfis.org
Isolated uttered word recognition has many applications in human–computer interfaces.
Feature extraction in speech represents a vital and challenging step for speech-based …

[PDF][PDF] Speech Recognition Menggunakan Elman Recurrent Neural Network Untuk Kata Dalam Bahasa Indonesia

W Kurniadi, I Maliki - Universitas Komputer Indonesia, 2018 - elib.unikom.ac.id
Speech Recognition merupakan salah satu cabang ilmu komputer yang masih terus dikaji
hingga saat ini. Dalam sebuah speech recognition diperlukan sebuah algoritma klasifikasi …

Classification of Speech Signal based on Feature Fusion in Time and Frequency Domain

D Kristomo, FH Nugroho - 2021 4th International Seminar on …, 2021 - ieeexplore.ieee.org
The design of a speech recognition system requires a reliable feature extraction process. It
has an essential function since a good feature can help to improve the classification rate …

[PDF][PDF] Dimensionality Reduction of Speech Signals using Singular Value Decomposition and Karhunen-Loeve

D Kristomo, Y Kusnanto - Conrist 2019, 2020 - scitepress.org
The design of speech recognition system requires the reliable feature in order to improve the
performance of speech recognition system. Thus it requires the efficient feature in order to …

[PDF][PDF] URDU SPEECH CORPORA FOR BANKING SECTOR IN PAKISTAN

EH Barkat - researchgate.net
This research describes an effort to build Urdu speech corpora for the banking sector in
Pakistan. We have designed speech corpora to develop debit card activation ASR and these …