Improved mispronunciation detection with deep neural network trained acoustic models and transfer learning based logistic regression classifiers

Author:

Hu Wenping,Qian Yao,Soong Frank K.,Wang Yong

Publisher

Elsevier BV

Subject

Computer Science Applications,Computer Vision and Pattern Recognition,Linguistics and Language,Language and Linguistics,Communication,Modeling and Simulation,Software

Reference42 articles.

1. Maximum mutual information estimation of hidden Markov model parameters for speech recognition;Bahl,1986

2. Representation learning: a review and new perspectives;Bengio;IEEE Trans. Pattern Anal. Mach. Intell.,2013

3. Pattern Recognition and Machine Learning (Information Science and Statistics);Bishop,2006

4. Large-scale characterization of Mandarin pronunciation errors made by native speakers of European languages;Chen,2013

5. Context-dependent pre-trained deep neural networks for large-vocabulary speech recognition;Dahl;IEEE Trans. Audio, Speech Lang. Process.,2012

Cited by 113 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. Gradformer: A Framework for Multi-Aspect Multi-Granularity Pronunciation Assessment;IEEE/ACM Transactions on Audio, Speech, and Language Processing;2024

2. Pronunciation error detection model based on feature fusion;Speech Communication;2024-01

3. Variational Gaussian Process Data Uncertainty;2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU);2023-12-16

4. Preserving Phonemic Distinctions For Ordinal Regression: A Novel Loss Function For Automatic Pronunciation Assessment;2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU);2023-12-16

5. Deep learning and transfer learning techniques applied to short-term load forecasting of data-poor buildings in local energy communities;Energy and Buildings;2023-08

同舟云学术

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