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
  • [21] Learning strategies in speech recognition
    Gavat, I
    Dumitru, O
    Iancu, C
    Costache, G
    Proceedings ELMAR-2005, 2005, : 237 - 240
  • [22] A speech recognition system using fast learning algorithm and beta wavelet network
    Ejbali, Ridha
    Jemai, Olfa
    Zaied, Mourad
    Ben Amar, Chokri
    2015 15TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA), 2015, : 14 - 17
  • [23] Sound signal analysis in Japanese speech recognition based on deep learning algorithm
    Yang, Xiaoxing
    INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2023,
  • [24] Learning Curve of Speech Recognition
    Kauppinen, Tomi A.
    Kaipio, Johanna
    Koivikko, Mika P.
    JOURNAL OF DIGITAL IMAGING, 2013, 26 (06) : 1020 - 1024
  • [25] A redundant incremental learning algorithm for SVM
    Wang, Wen-Jian
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 734 - 738
  • [26] Starting Small Learning Strategies for Speech Recognition Starting Small Learning Strategies for Speech Recognition
    Vydana, Hari Krishna
    Srivastava, Brij Mohan Lal
    Shrivastava, Manish
    Vuppala, Anil Kumar
    2016 IEEE ANNUAL INDIA CONFERENCE (INDICON), 2016,
  • [27] Evaluating deep learning architectures for Speech Emotion Recognition
    Fayek, Haytham M.
    Lech, Margaret
    Cavedon, Lawrence
    NEURAL NETWORKS, 2017, 92 : 60 - 68
  • [28] Multitask Learning with CTC and Segmental CRF for Speech Recognition
    Lu, Liang
    Kong, Lingpeng
    Dyer, Chris
    Smith, Noah A.
    18TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2017), VOLS 1-6: SITUATED INTERACTION, 2017, : 954 - 958
  • [29] A novel double incremental learning algorithm for time series prediction
    Li, Jinhua
    Dai, Qun
    Ye, Rui
    NEURAL COMPUTING & APPLICATIONS, 2019, 31 (10) : 6055 - 6077
  • [30] Continuous Recognition with Incremental Learning on Grassmann Manifolds
    Azary, Sherif
    Savakis, Andreas
    2017 IEEE 60TH INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS), 2017, : 1477 - 1480