Automatic Speech Recognition with BERT and CTC Transformers: A Review

Automatic Speech Recognition with BERT and CTC Transformers: A Review

12 October 2024

Noussaiba Djeffal

Papers citing "Automatic Speech Recognition with BERT and CTC Transformers: A Review"

14 / 14 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 97 1 0 02 May 2025
Enhancing Cochlear Implant Signal Coding with Scaled Dot-Product Attention Billel Essaid Hamza Kheddar N. Batel 86 1 0 26 Apr 2025
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Sidahmed Lachenani Hamza Kheddar Mohamed Ouldzmirli 64 2 0 26 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 112 0 0 30 Mar 2025
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 67 37 0 08 Aug 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Muhammad Usama Junaid Qadir 104 48 0 21 Mar 2023
Context-Aware Transformer Transducer for Speech Recognition Feng-Ju Chang Jing Liu Martin H. Radfar Athanasios Mouchtaris M. Omologo Ariya Rastrow Siegfried Kunzmann 44 84 0 05 Nov 2021
An Improved Single Step Non-autoregressive Transformer for Automatic Speech Recognition Ruchao Fan Wei Chu Peng Chang Jing Xiao Abeer Alwan 59 15 0 18 Jun 2021
Cross-utterance Reranking Models with BERT and Graph Convolutional Networks for Conversational Speech Recognition Shih-Hsuan Chiu Tien-Hong Lo Fu-An Chao Berlin Chen BDL 55 10 0 13 Jun 2021
Relaxing the Conditional Independence Assumption of CTC-based ASR by Conditioning on Intermediate Predictions Jumon Nozaki Tatsuya Komatsu 62 74 0 06 Apr 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 302 2,514 0 04 Jan 2021
Non-Autoregressive Transformer ASR with CTC-Enhanced Decoder Input Xingcheng Song Zhiyong Wu Yiheng Huang Chao Weng Dan Su Helen Meng 59 36 0 28 Oct 2020
Mask CTC: Non-Autoregressive End-to-End ASR with CTC and Mask Predict Yosuke Higuchi Shinji Watanabe Nanxin Chen Tetsuji Ogawa Tetsunori Kobayashi 48 138 0 18 May 2020
Controllable Time-Delay Transformer for Real-Time Punctuation Prediction and Disfluency Detection Qian Chen Mengzhe Chen Bo Li Wen Wang 80 35 0 03 Mar 2020