Deep Transfer Learning for Automatic Speech Recognition: Towards Better Generalization

27 April 2023

Hamza Kheddar

Papers citing "Deep Transfer Learning for Automatic Speech Recognition: Towards Better Generalization"

30 / 30 papers shown

Title
Transfer Learning-Based Deep Residual Learning for Speech Recognition in Clean and Noisy Environments Noussaiba Djeffal Djamel Addou Hamza Kheddar Sid Ahmed Selouani 15 1 0 02 May 2025
Enhancing Cochlear Implant Signal Coding with Scaled Dot-Product Attention Billel Essaid Hamza Kheddar N. Batel 14 1 0 26 Apr 2025
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Sidahmed Lachenani Hamza Kheddar Mohamed Ouldzmirli 27 2 0 26 Apr 2025
From Dialect Gaps to Identity Maps: Tackling Variability in Speaker Verification Abdulhady Abas Abdullah Soran Badawi Dana A Abdullah Dana Rasul Hamad Hanan Abdulrahman Taher Sabat Salih Muhamad A. Ahmed B. Hassan Sirwan A. Aula Tarik A. Rashid 12 0 0 21 Apr 2025
Advancing Arabic Speech Recognition Through Large-Scale Weakly Supervised Learning Mahmoud Salhab Marwan Elghitany Shameed Sait Syed Sibghat Ullah Mohammad Abusheikh Hasan Abusheikh 39 0 0 16 Apr 2025
Advanced Deep Learning and Large Language Models: Comprehensive Insights for Cancer Detection Yassine Habchi Hamza Kheddar Yassine Himeur Adel Belouchrani Erchin Serpedin Fouad Khelifi Muhammad E.H. Chowdhury LM&MA 39 0 0 30 Mar 2025
Adapting Automatic Speech Recognition for Accented Air Traffic Control Communications Marcus Yu Zhe Wee Justin Juin Hng Wong Lynus Lim Joe Yu Wei Tan Prannaya Gupta Dillion Lim En Hao Tew Aloysius Keng Siew Han Yong Zhi Lim 49 0 0 27 Feb 2025
Hybrid Artificial Intelligence Strategies for Drone Navigation Rubén San-Segundo Lucía Angulo Manuel Gil-Martín David Carramiñana Ana M. Bernardos 36 0 0 08 Jan 2025
Speech-Based Depression Prediction Using Encoder-Weight-Only Transfer Learning and a Large Corpus Amir Harati Elizabeth Shriberg Tomasz Rutowski Piotr Chlebek Yang Lu Ricardo Oliveira 83 21 0 22 Dec 2024
Transliterated Zero-Shot Domain Adaptation for Automatic Speech Recognition Han Zhu Gaofeng Cheng Qingwei Zhao Pengyuan Zhang VLM 78 0 0 15 Dec 2024
Deep Insights into Cognitive Decline: A Survey of Leveraging Non-Intrusive Modalities with Deep Learning Techniques David Ortiz-Perez Manuel Benavent-Lledo José García Rodríguez David Tomás M. Flores Vizcaya-Moreno 16 0 0 24 Oct 2024
Automatic Speech Recognition with BERT and CTC Transformers: A Review Noussaiba Djeffal Hamza Kheddar Djamel Addou A. Mazari Yassine Himeur 24 16 0 12 Oct 2024
Deep Transfer Learning for Kidney Cancer Diagnosis Yassine Habchi Hamza Kheddar Yassine Himeur A. Boukabou Shadi Atalla W. Mansoor Hussain Al-Ahmad 27 5 0 08 Aug 2024
Federated and Transfer Learning for Cancer Detection Based on Image Analysis Amine Bechar Y. Elmir Yassine Himeur Rafik Medjoudj Abbes Amira MedIm 21 4 0 30 May 2024
Deep Reinforcement Learning for Intrusion Detection in IoT: A Survey Afrah Gueriani Hamza Kheddar A. Mazari 16 12 0 30 May 2024
Enhancing IoT Security with CNN and LSTM-Based Intrusion Detection Systems Afrah Gueriani Hamza Kheddar A. Mazari 16 8 0 28 May 2024
Automatic Speech Recognition using Advanced Deep Learning Approaches: A survey Hamza Kheddar Mustapha Hemis Yassine Himeur OffRL 22 58 0 02 Mar 2024
Current Topological and Machine Learning Applications for Bias Detection in Text Colleen Farrelly Yashbir Singh Quincy A. Hathaway Gunnar Carlsson Ashok Choudhary Rahul Paul Gianfranco Doretto Yassine Himeur Shadi Atalla W. Mansoor 18 4 0 22 Nov 2023
Revolutionizing Customer Interactions: Insights and Challenges in Deploying ChatGPT and Generative Chatbots for FAQs Feriel Khennouche Y. Elmir Nabil Djebari Yassine Himeur Abbes Amira 18 2 0 16 Nov 2023
AI in Thyroid Cancer Diagnosis: Techniques, Trends, and Future Directions Yassine Habchi Yassine Himeur Hamza Kheddar A. Boukabou Shadi Atalla A. Chouchane A. Ouamane W. Mansoor 8 50 0 25 Aug 2023
Federated Learning for Computer Vision Yassine Himeur Iraklis Varlamis Hamza Kheddar Abbes Amira Shadi Atalla Yashbir Singh F. Bensaali W. Mansoor FedML 10 20 0 24 Aug 2023
Deep Learning for Steganalysis of Diverse Data Types: A review of methods, taxonomy, challenges and future directions Hamza Kheddar Mustapha Hemis Yassine Himeur David Megías Abbes Amira AAML 10 34 0 08 Aug 2023
A Comprehensive Review of Recent Research Trends on UAVs Khaled Telli O. Kraa Yassine Himeur A. Ouamane M. Boumehraz Shadi Atalla W. Mansoor 12 2 0 25 Jul 2023
Deep transfer learning for intrusion detection in industrial control networks: A comprehensive review Hamza Kheddar Yassine Himeur A. Awad AI4CE 13 61 0 19 Apr 2023
Discovering Phonetic Inventories with Crosslingual Automatic Speech Recognition Piotr Żelasko Siyuan Feng Laureano Moro Velázquez A. Abavisani Saurabhchand Bhati O. Scharenborg M. Hasegawa-Johnson Najim Dehak 17 12 0 26 Jan 2022
Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0 Sameer Khurana Antoine Laurent James R. Glass VLM 24 18 0 07 Oct 2021
A Study of the Generalizability of Self-Supervised Representations Atharva Tendle Mohammad Rashedul Hasan 62 26 0 19 Sep 2021
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences Genta Indra Winata Andrea Madotto Chien-Sheng Wu Pascale Fung SyDa 124 92 0 18 Sep 2019
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis Ye Jia Yu Zhang Ron J. Weiss Quan Wang Jonathan Shen ... Z. Chen Patrick Nguyen Ruoming Pang Ignacio López Moreno Yonghui Wu 196 817 0 12 Jun 2018
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 149 9,300 0 28 May 2015