Cover Image

Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Al-Shwayyat, Ghazal, Gerek, Omer Nezih
Format:	Preprint
Published:	2025
Subjects:	Audio and Speech Processing Computation and Language Sound Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Dialectal Coverage And Generalization in Arabic Speech Recognition
by: Djanibekov, Amirbek, et al.
Published: (2024)

Overcoming Data Scarcity in Multi-Dialectal Arabic ASR via Whisper Fine-Tuning
by: Özyilmaz, Ömer Tarik, et al.
Published: (2025)

Microphone Array Signal Processing and Deep Learning for Speech Enhancement
by: Haeb-Umbach, Reinhold, et al.
Published: (2025)

Automatic Speech Recognition of Non-Native Child Speech for Language Learning Applications
by: Wills, Simone, et al.
Published: (2023)

LinTO Audio and Textual Datasets to Train and Evaluate Automatic Speech Recognition in Tunisian Arabic Dialect
by: Naouara, Hedi, et al.
Published: (2025)

Generative Deep Learning and Signal Processing for Data Augmentation of Cardiac Auscultation Signals: Improving Model Robustness Using Synthetic Audio
by: Abbott, Leigh, et al.
Published: (2024)

Towards Zero-Shot Text-To-Speech for Arabic Dialects
by: Doan, Khai Duy, et al.
Published: (2024)

Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification
by: Abdullah, Badr M., et al.
Published: (2025)

Habibi: Laying the Open-Source Foundation of Unified-Dialectal Arabic Speech Synthesis
by: Chen, Yushen, et al.
Published: (2026)

Performance Analysis of Speech Encoders for Low-Resource SLU and ASR in Tunisian Dialect
by: Mdhaffar, Salima, et al.
Published: (2024)

Blind Source Separation of Radar Signals in Time Domain Using Deep Learning
by: Hinderer, Sven
Published: (2025)

SAGE: Spliced-Audio Generated Data for Enhancing Foundational Models in Low-Resource Arabic-English Code-Switched Speech Recognition
by: Farooq, Muhammad Umar, et al.
Published: (2025)

Optimal Scalogram for Computational Complexity Reduction in Acoustic Recognition Using Deep Learning
by: Phan, Dang Thoai, et al.
Published: (2025)

AI-Driven Cardiorespiratory Signal Processing: Separation, Clustering, and Anomaly Detection
by: Torabi, Yasaman
Published: (2026)

Adaptive Per-Channel Energy Normalization Front-end for Robust Audio Signal Processing
by: Meng, Hanyu, et al.
Published: (2025)

Exploring Dynamic Parameters for Vietnamese Gender-Independent ASR
by: Leang, Sotheara, et al.
Published: (2025)

RIR-Mega-Speech: A Reverberant Speech Corpus with Comprehensive Acoustic Metadata and Reproducible Evaluation
by: Goswami, Mandip
Published: (2026)

Alzheimer Disease Classification through ASR-based Transcriptions: Exploring the Impact of Punctuation and Pauses
by: Gómez-Zaragozá, Lucía, et al.
Published: (2023)

Automatic Assessment of Oral Reading Accuracy for Reading Diagnostics
by: Molenaar, Bo, et al.
Published: (2023)

SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition
by: Hsu, Ming-Hao, et al.
Published: (2024)

Efficient Dialect-Aware Modeling and Conditioning for Low-Resource Taiwanese Hakka Speech Processing
by: Peng, An-Ci, et al.
Published: (2026)

Methods to Increase the Amount of Data for Speech Recognition for Low Resource Languages
by: Ayrapetyan, Alexan, et al.
Published: (2025)

Weighted Cross-entropy for Low-Resource Languages in Multilingual Speech Recognition
by: Piñeiro-Martín, Andrés, et al.
Published: (2024)

ArabEmoNet: A Lightweight Hybrid 2D CNN-BiLSTM Model with Attention for Robust Arabic Speech Emotion Recognition
by: Abouzeid, Ali, et al.
Published: (2025)

Semantic Communications for Speech Recognition
by: Weng, Zhenzi, et al.
Published: (2021)

Bridging the Gap: Integrating Pre-trained Speech Enhancement and Recognition Models for Robust Speech Recognition
by: Wang, Kuan-Chen, et al.
Published: (2024)

Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention Detection
by: Liao, Yuan, et al.
Published: (2025)

Phase-Based Signal Representations for Scattering
by: Haider, Daniel, et al.
Published: (2022)

Automatic Speech Recognition for African Low-Resource Languages: Challenges and Future Directions
by: Imam, Sukairaj Hafiz, et al.
Published: (2025)

AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding
by: Nguyen, Nhan Duc Thanh, et al.
Published: (2024)

Leveraging LLM and Self-Supervised Training Models for Speech Recognition in Chinese Dialects: A Comparative Analysis
by: Xu, Tianyi, et al.
Published: (2025)

Ternary Spike-based Neuromorphic Signal Processing System
by: Wang, Shuai, et al.
Published: (2024)

Cross-lingual Embedding Clustering for Hierarchical Softmax in Low-Resource Multilingual Speech Recognition
by: Yang, Zhengdong, et al.
Published: (2025)

Bemba Speech Translation: Exploring a Low-Resource African Language
by: Farouq, Muhammad Hazim Al, et al.
Published: (2025)

Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework
by: De Clercq, Pieter, et al.
Published: (2024)

Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages
by: Li, Chin-Jou, et al.
Published: (2025)

Comparison of Classification Algorithms for COVID19 Detection using Cough Acoustic Signals
by: Erdoğan, Yunus Emre, et al.
Published: (2022)

Cross-Dialect Text-To-Speech in Pitch-Accent Language Incorporating Multi-Dialect Phoneme-Level BERT
by: Yamauchi, Kazuki, et al.
Published: (2024)

Completing Sets of Prototype Transfer Functions for Subspace-based Direction of Arrival Estimation of Multiple Speakers
by: Fejgin, Daniel, et al.
Published: (2025)

Adapting Where It Matters: Depth-Aware Adaptation for Efficient Multilingual Speech Recognition in Low-Resource Languages
by: Xiao, Yang, et al.
Published: (2026)