A review of modern audio deepfake detection methods: challenges and future directions

Z Almutairi, H Elgibreen - Algorithms, 2022 - mdpi.com
A number of AI-generated tools are used today to clone human voices, leading to a new
technology known as Audio Deepfakes (ADs). Despite being introduced to enhance human …

Automatic speech recognition method based on deep learning approaches for Uzbek language

A Mukhamadiyev, I Khujayarov, O Djuraev, J Cho - Sensors, 2022 - mdpi.com
Communication has been an important aspect of human life, civilization, and globalization
for thousands of years. Biometric analysis, education, security, healthcare, and smart cities …

Modern standard Arabic speech corpora: a systematic review

AMA Alqadasi, R Abdulghafor, MS Sunar… - Ieee …, 2023 - ieeexplore.ieee.org
Speech processing applications have become integral components across various domains
of modern life. The design and preparation of a reliable recognition system rely heavily on …

An approach for pronunciation classification of classical arabic phonemes using deep learning

A Asif, H Mukhtar, F Alqadheeb, HF Ahmad… - Applied Sciences, 2021 - mdpi.com
A mispronunciation of Arabic short vowels can change the meaning of a complete sentence.
For this reason, both the students and teachers of Classical Arabic (CA) are required extra …

Rule-based embedded HMMs phoneme classification to improve Qur'anic recitation recognition

AMA Alqadasi, MS Sunar, S Turaev, R Abdulghafor… - Electronics, 2022 - mdpi.com
Phoneme classification performance is a critical factor for the successful implementation of a
speech recognition system. A mispronunciation of Arabic short vowels or long vowels can …

Multi-timescale wavelet scattering with genetic algorithm feature selection for acoustic scene classification

XY Kek, CS Chin, Y Li - IEEE Access, 2022 - ieeexplore.ieee.org
In this paper, we apply a genetic algorithm (GA) for feature selection, wrapper approach, on
wavelet scattering (WS) second-order coefficients to reduce the large frequency dimension …

[Retracted] A Convolutional Network‐Based Intelligent Evaluation Algorithm for the Quality of Spoken English Pronunciation

X Zhan - Journal of Mathematics, 2022 - Wiley Online Library
Aiming at the problems of long time consumption and low accuracy of traditional spoken
English pronunciation quality assessment algorithms, a convolutional network‐based …

Investigating the Arabic/f/Pronunciation: A Comparative Analysis of Acoustic Phonetics

M Ali, A Sanusi, H Maulani… - Al-Ta'rib: Jurnal …, 2023 - e-journal.iain-palangkaraya.ac.id
This study aims to understand the mispronunciation of the consonant/f/in Arabic by
Javanese Speakers (JS), Sundanese Speakers (SS) and Batak Speakers (BS). The focus is …

Strain FBG-Based Sensor for Detecting Fence Intruders Using Machine Learning and Adaptive Thresholding

A Elleathy, F Alhumaidan, M Alqahtani, AS Almaiman… - Sensors, 2023 - mdpi.com
This paper demonstrates an intruder detection system using a strain-based optical fiber
Bragg grating (FBG), machine learning (ML), and adaptive thresholding to classify the …

A Comprehensive Examination of Phoneme Recognition in Automatic Speech Recognition Systems.

S Bhatt, S Bansal, A Kumar, SK Pandey… - Traitement du …, 2023 - search.ebscohost.com
This review offers an exhaustive examination of phoneme recognition, an essential subword
acoustic unit in speech processing. Phoneme-based systems find widespread utility in …