Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing

被引：0
|
作者：
Cui, Xiaodong [1 ]
Saon, George [1 ]
Nagano, Tohru [2 ]
Suzuki, Masayuki [2 ]
Fukuda, Takashi [2 ]
Kingsbury, Brian [1 ]
Kurata, Gakuto [2 ]
机构：
[1] IBM Research AI, IBM T. J. Watson Research Center, United States
[2] IBM Research Tokyo, Japan
来源：
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH | 2022年 / 2022-September卷
关键词：
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Perturbation techniques - Recurrent neural networks - Speech communication - Speech recognition
引用
收藏
页码：2638 / 2642
相关论文
共 22 条
  • [1] Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing
    Cui, Xiaodong
    Saon, George
    Nagano, Tohru
    Suzuki, Masayuki
    Fukuda, Takashi
    Kingsbury, Brian
    Kurata, Gakuto
    INTERSPEECH 2022, 2022, : 2638 - 2642
  • [2] IMAGE QUALITY ASSESSMENT BASED LABEL SMOOTHING IN DEEP NEURAL NETWORK LEARNING
    Chen, Zhuo
    Lin, Weisi
    Wang, Shiqi
    Xu, Long
    Li, Leida
    2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2018, : 6742 - 6746
  • [3] IMPROVING DEEP NEURAL NETWORK ACOUSTIC MODELS USING GENERALIZED MAXOUT NETWORKS
    Zhang, Xiaohui
    Trmal, Jan
    Povey, Daniel
    Khudanpur, Sanjeev
    2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
  • [4] Improving the Decoding Efficiency of Deep Neural Network Acoustic Models by Cluster-Based Senone Selection
    Jun-Hua Liu
    Zhen-Hua Ling
    Si Wei
    Guo-Ping Hu
    Li-Rong Dai
    Journal of Signal Processing Systems, 2018, 90 : 999 - 1011
  • [5] Improving the Decoding Efficiency of Deep Neural Network Acoustic Models by Cluster-Based Senone Selection
    Liu, Jun-Hua
    Ling, Zhen-Hua
    Wei, Si
    Hu, Guo-Ping
    Dai, Li-Rong
    JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2018, 90 (07): : 999 - 1011
  • [6] Improving generalization in deep neural network using knowledge transformation based on fisher criterion
    Morabbi, Sajedeh
    Soltanizadeh, Hadi
    Mozaffari, Saeed
    Fadaeieslam, Mohammad Javad
    JOURNAL OF SUPERCOMPUTING, 2023, 79 (18): : 20899 - 20922
  • [7] Improving generalization in deep neural network using knowledge transformation based on fisher criterion
    Sajedeh Morabbi
    Hadi Soltanizadeh
    Saeed Mozaffari
    Mohammad Javad Fadaeieslam
    The Journal of Supercomputing, 2023, 79 : 20899 - 20922
  • [8] A Prefix Tree Based n-best List Re-scoring Strategy for Recurrent Neural Network Language Model
    SI Yujing
    LI Ta
    PAN Jielin
    YAN Yonghong
    ChineseJournalofElectronics, 2014, 23 (01) : 70 - 74
  • [9] A prefix tree based n-best list re-scoring strategy for recurrent neural network language model
    1600, Chinese Institute of Electronics (23):
  • [10] A Prefix Tree Based n-best List Re-scoring Strategy for Recurrent Neural Network Language Model
    Si Yujing
    Li Ta
    Pan Jielin
    Yan Yonghong
    CHINESE JOURNAL OF ELECTRONICS, 2014, 23 (01) : 70 - 74
123