Exploring Transformers for Large-Scale Speech Recognition

Exploring Transformers for Large-Scale Speech Recognition

19 May 2020

Papers citing "Exploring Transformers for Large-Scale Speech Recognition"

11 / 11 papers shown

Title
A multilevel approach to accelerate the training of Transformers Guillaume Lauga Maël Chaumette Edgar Desainte-Maréville Étienne Lasalle Arthur Lebeurrier AI4CE 40 0 0 24 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 44 0 0 16 Apr 2025
Accelerator-Aware Training for Transducer-Based Speech Recognition Suhaila M. Shakiah R. Swaminathan Hieu Duy Nguyen Raviteja Chinta Tariq Afzal Nathan Susanj Athanasios Mouchtaris Grant P. Strimel Ariya Rastrow 19 1 0 12 May 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Junaid Qadir 42 47 0 21 Mar 2023
Towards Personalization of CTC Speech Recognition Models with Contextual Adapters and Adaptive Boosting Saket Dingliwal Monica Sunkara S. Bodapati S. Ronanki Jeffrey J. Farris Katrin Kirchhoff 30 0 0 18 Oct 2022
Deep Sparse Conformer for Speech Recognition Xianchao Wu 20 2 0 01 Sep 2022
Beyond Isolated Utterances: Conversational Emotion Recognition R. Pappagari Piotr Żelasko Jesús Villalba Laureano Moro Velázquez Najim Dehak 14 4 0 13 Sep 2021
Bi-APC: Bidirectional Autoregressive Predictive Coding for Unsupervised Pre-training and Its Application to Children's ASR Ruchao Fan Amber Afshan Abeer Alwan 32 14 0 12 Feb 2021
CIF-based Collaborative Decoding for End-to-end Contextual Speech Recognition Minglun Han Linhao Dong Shiyu Zhou Bo Xu 13 21 0 17 Dec 2020
On the Usefulness of Self-Attention for Automatic Speech Recognition with Transformers Shucong Zhang Erfan Loweimi P. Bell Steve Renals 19 36 0 08 Nov 2020
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition Yangyang Shi Yongqiang Wang Chunyang Wu Ching-Feng Yeh Julian Chan Frank Zhang Duc Le M. Seltzer 56 168 0 21 Oct 2020