Discriminative Training for Automatic Speech Recognition

被引：29
|
作者：
Heigold, Georg [1 ,2 ]
Ney, Hermann [4 ]
Schlueter, Ralf [3 ,5 ]
Wiesler, Simon [6 ]
机构：
[1] Google, Mountain View, CA USA
[2] De La Rue, Bern, Switzerland
[3] Rhein Westfal TH Aachen, Dept Comp Sci, ASR Grp, Human Language Technol & Pattern Recognit Inst, Aachen, Germany
[4] CNRS, LIMIS, Paris, France
[5] Rhein Westfal TH Aachen, Inst Theoret Phys B, Aachen, Germany
[6] Rhein Westfal TH Aachen, Dept Comp Sci, ASR, Aachen, Germany
来源：
IEEE SIGNAL PROCESSING MAGAZINE | 2012年 / 29卷 / 06期
关键词：
CRITERIA; MODELS;
D O I：
10.1109/MSP.2012.2197232
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
引用
收藏
页码：58 / 69
页数：12
相关论文
共 50 条
  • [1] Discriminative training of HMMs for automatic speech recognition: A survey
    Jiang, Hui
    [J]. COMPUTER SPEECH AND LANGUAGE, 2010, 24 (04): : 589 - 608
  • [2] A Discriminative Training Method Incorporating Pronunciation Variations for Dysarthric Automatic Speech Recognition
    Seong, Woo Kyeong
    Kim, Nam Kyun
    Ha, Hun Kyu
    Kim, Hong Kook
    [J]. 2016 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA), 2016,
  • [3] Semi-supervised and unsupervised discriminative language model training for automatic speech recognition
    Dikici, Erinc
    Saraclar, Murat
    [J]. SPEECH COMMUNICATION, 2016, 83 : 54 - 63
  • [4] Discriminative Training using Heterogeneous Feature Vector for Hindi Automatic Speech Recognition System
    Dua, Mohit
    Aggarwal, Rajesh Kumar
    Biswas, Mantosh
    [J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTER AND APPLICATIONS (ICCA), 2017, : 158 - 162
  • [5] Discriminative training of language models for speech recognition
    Kuo, KHJ
    Fosler-Lussier, E
    Jiang, H
    Lee, CH
    [J]. 2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 325 - 328
  • [6] Automatic speech recognition systems: A survey of discriminative techniques
    Kaur, Amrit Preet
    Singh, Amitoj
    Sachdeva, Rohit
    Kukreja, Vinay
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (09) : 13307 - 13339
  • [7] A Decade of Discriminative Language Modeling for Automatic Speech Recognition
    Saraclar, Murat
    Dikici, Erinc
    Arisoy, Ebru
    [J]. SPEECH AND COMPUTER (SPECOM 2015), 2015, 9319 : 11 - 22
  • [8] Automatic Speech Recognition and Pronunciation Training
    Xiao, Wenqi
    [J]. PROCEEDINGS OF THE 2018 2ND INTERNATIONAL CONFERENCE ON EDUCATION, ECONOMICS AND MANAGEMENT RESEARCH (ICEEMR 2018), 2018, 182 : 466 - 468
  • [9] TOWARDS SINGLE PASS DISCRIMINATIVE TRAINING FOR SPEECH RECOGNITION
    Hsiao, Roger
    Schultz, Tanja
    [J]. 2012 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2012, : 4093 - 4096
  • [10] A discriminative and robust training algorithm for noisy speech recognition
    Hong, WT
    [J]. 2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PROCEEDINGS: SPEECH PROCESSING I, 2003, : 8 - 11
12345