Incremental learning algorithm for speech recognition

被引：1
|
作者：
Darjazini, Hisham [1 ]
Cheng, Qi [1 ]
Liyana-Pathirana, Ranjith [1 ]
机构：
[1] Univ Western Sydney, Sch Engn, Penrith, NSW 1797, Australia
来源：
INNOVATIONS AND ADVANCED TECHNIQUES IN COMPUTER AND INFORMATION SCIENCES AND ENGINEERING | 2007年
关键词：
incremental learning; speech recognition; NEURAL-NETWORKS;
D O I：
10.1007/978-1-4020-6268-1_42
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
This paper presents an implementation of incremental learning neural networks algorithm for speech recognition. The algorithm has been investigated using the TIMIT speech samples and it has been shown to demonstrate high recognition accuracy.
引用
收藏
页码：231 / 235
页数：5
相关论文
共 50 条
  • [1] Incremental Learning algorithm for face recognition
    Guo, Chenlong
    Huang, Simin
    Zheng, Haiyan
    2018 INTERNATIONAL CONFERENCE ON IMAGE AND VIDEO PROCESSING, AND ARTIFICIAL INTELLIGENCE, 2018, 10836
  • [2] INCREMENTAL LEARNING FOR END-TO-END AUTOMATIC SPEECH RECOGNITION
    Fu, Li
    Li, Xiaoxiao
    Zi, Libo
    Zhang, Zhengchen
    Wu, Youzheng
    He, Xiaodong
    Zhou, Bowen
    2021 IEEE AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING WORKSHOP (ASRU), 2021, : 320 - 327
  • [3] Incremental Learning Algorithm for Face Recognition using DCT
    Sisodia, Deepti
    Singh, Lokesh
    Sisodia, Sheetal
    2013 IEEE INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN COMPUTING, COMMUNICATION AND NANOTECHNOLOGY (ICE-CCN'13), 2013, : 282 - 286
  • [4] An SNR-incremental stochastic matching algorithm for noisy speech recognition
    Huang, CS
    Wang, HC
    Lee, CH
    IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2001, 9 (08): : 866 - 873
  • [5] Incremental learning for RNN-Transducer based speech recognition models
    Baby, Deepak
    D'Alterio, Pasquale
    Mendelev, Valentin
    INTERSPEECH 2022, 2022, : 71 - 75
  • [6] Neutrosophic speech recognition Algorithm for speech under stress by Machine learning
    Nagarajan D.
    Broumi S.
    Smarandache F.
    Neutrosophic Sets and Systems, 2023, 55 : 46 - 57
  • [7] A New Incremental PCA Algorithm With Application to Visual Learning and Recognition
    Dong Huang
    Zhang Yi
    Xiaorong Pu
    Neural Processing Letters, 2009, 30 : 171 - 185
  • [8] A New Incremental PCA Algorithm With Application to Visual Learning and Recognition
    Huang, Dong
    Yi, Zhang
    Pu, Xiaorong
    NEURAL PROCESSING LETTERS, 2009, 30 (03) : 171 - 185
  • [9] Recognition of English speech - using a deep learning algorithm
    Wang, Shuyan
    JOURNAL OF INTELLIGENT SYSTEMS, 2023, 32 (01)
  • [10] Incremental speech recognition for multimodal interfaces
    Fink, GA
    Schillo, C
    Kummert, F
    Sagerer, G
    IECON '98 - PROCEEDINGS OF THE 24TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-4, 1998, : 2012 - 2017
12345