Improving CTC-Based Speech Recognition Via Knowledge Transferring from Pre-Trained Language Models
Author:
Affiliation:
1. Institute of Acoustics, CAS,Key Laboratory of Speech Acoustics and Content Understanding,China
2. Tencent Cloud Xiaowei,Beijing,China
Funder
Research and Development
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9745891/9746004/09747887.pdf?arnumber=9747887
Reference32 articles.
1. Joint CTC/attention decoding for end-to-end speech recognition
2. An Improved Single Step Non-Autoregressive Transformer for Automatic Speech Recognition
3. SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition
4. Mask CTC: Non-Autoregressive End-to-End ASR with CTC and Mask Predict
5. Imputer: Sequence modelling via imputation and dynamic programming;chan;Proc ICML,2020
Cited by 17 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Analyzing the Regularization Technique in Automatic Speech Recognition System Using Sepedi-English Code-Switched Data;2024 International Conference on Artificial Intelligence, Big Data, Computing and Data Communication Systems (icABCD);2024-08-01
2. Improving End-to-End Speech Recognition Through Conditional Cross-Modal Knowledge Distillation with Language Model;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30
3. Multi-view Self-supervised Learning and Multi-scale Feature Fusion for Automatic Speech Recognition;Neural Processing Letters;2024-05-08
4. Multiple Representation Transfer from Large Language Models to End-to-End ASR Systems;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14
5. FastInject: Injecting Unpaired Text Data into CTC-Based ASR Training;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3