Multiple Representation Transfer from Large Language Models to
End-to-End ASR Systems

Multiple Representation Transfer from Large Language Models to End-to-End ASR Systems

7 September 2023

Masayuki Suzuki

Masayasu Muraoka

Papers citing "Multiple Representation Transfer from Large Language Models to End-to-End ASR Systems"

10 / 10 papers shown

Title
Mamba-based Decoder-Only Approach with Bidirectional Speech Modeling for Speech Recognition Yoshiki Masuyama Koichi Miyazaki Masato Murata Mamba 32 0 0 11 Nov 2024
The Sound of Healthcare: Improving Medical Transcription ASR Accuracy with Large Language Models Ayo Adedeji Sarita Joshi Brendan Doohan LM&MA 22 14 0 12 Feb 2024
A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models Takuma Udagawa Aashka Trivedi Michele Merler Bishwaranjan Bhattacharjee 28 7 0 13 Oct 2023
Knowledge Transfer from Pre-trained Language Models to Cif-based Speech Recognizers via Hierarchical Distillation Minglun Han Feilong Chen Jing Shi Shuang Xu Bo Xu VLM 35 11 0 30 Jan 2023
BECTRA: Transducer-based End-to-End ASR with BERT-Enhanced Encoder Yosuke Higuchi Tetsuji Ogawa Tetsunori Kobayashi Shinji Watanabe 41 12 0 02 Nov 2022
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model Yosuke Higuchi Brian Yan Siddhant Arora Tetsuji Ogawa Tetsunori Kobayashi Shinji Watanabe 43 14 0 29 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,730 0 04 Mar 2022
Speech Recognition by Simply Fine-tuning BERT Wen-Chin Huang Chia-Hua Wu Shang-Bao Luo Kuan-Yu Chen Hsin-Min Wang T. Toda 62 28 0 30 Jan 2021
Efficiently Fusing Pretrained Acoustic and Linguistic Encoders for Low-resource Speech Recognition Cheng Yi Shiyu Zhou Bo Xu 49 40 0 17 Jan 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018