A confidence based tree structured decoder for private automatic branch exchange

被引:0
|
作者
Liu, J [1 ]
Liu, J [1 ]
Zhu, X [1 ]
Xu, B [1 ]
机构
[1] Tsing Hua Univ, Dept Elect Engn, Natl Lab Patter Recognit, Beijing 100084, Peoples R China
关键词
confidence measures; speech verification; keyword detection; speech recognition;
D O I
暂无
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
High performance voice controlled Private Automatic Branch Exchange (PABX) is a difficult task to achieve, especially when users are not required to follow a rigid speaking format. By-incorporating hierarchical confidence measures into a tree structured PABX decoder, the keyword accuracy is increased from 89.86% to; 92.63%. Further improvement is made by a confidence measure based postprocessor, which rejects 5.68% of all testing utterances and improves the accuracy to 97.18%.
引用
收藏
页码:772 / 775
页数:4
相关论文
共 50 条
  • [31] Complete Neuron Reconstruction Based on Branch Confidence
    Zeng, Ying
    Wang, Yimin
    BRAIN SCIENCES, 2024, 14 (04)
  • [32] ELECTRONIC-PRIVATE-BRANCH-EXCHANGE TELEPHONE SWITCHING SYSTEM
    DEPP, WA
    TOWNSEND, MA
    IEEE TRANSACTIONS ON COMMUNICATION AND ELECTRONICS, 1964, 83 (73): : 329 - &
  • [33] The Development of a Secure Internet Protocol (IP) Network Based on Asterisk Private Branch Exchange (PBX)
    Yakubova, Mubarak
    Manankova, Olga
    Mukasheva, Assel
    Baikenov, Alimzhan
    Serikov, Tansaule
    APPLIED SCIENCES-BASEL, 2023, 13 (19):
  • [34] VARIABLE-BRANCH TREE-STRUCTURED RESIDUAL VECTOR QUANTIZATION
    Yang, Shiueng-Bien
    INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, 2008, 8 (01) : 61 - 80
  • [35] PRIVATE AUTOMATIC TELEGRAPH EXCHANGE - PATX NO 1A
    SHEEKEY, B
    TURBIN, CAR
    POST OFFICE ELECTRICAL ENGINEERS JOURNAL, 1972, 64 (JAN): : 250 - &
  • [36] Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning
    Xie, Binbin
    Su, Jinsong
    Ge, Yubin
    Li, Xiang
    Cui, Jianwei
    Yao, Junfeng
    Wang, Bin
    THIRTY-FIFTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THIRTY-THIRD CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND THE ELEVENTH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2021, 35 : 14121 - 14128
  • [37] A Tree-based Decoder for Neural Machine Translation
    Wang, Xinyi
    Pham, Hieu
    Yin, Pengcheng
    Neubig, Graham
    2018 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP 2018), 2018, : 4772 - 4777
  • [38] EBX180, A MICROPROCESSOR-CONTROLLED PRIVATE BRANCH EXCHANGE
    HOFMANN, D
    ROBRA, J
    PHILIPS TELECOMMUNICATION REVIEW, 1981, 39 (04): : 178 - 186
  • [39] Call management policy specification for the asterisk telephone private branch exchange
    Konstantoulakis, George
    Sloman, Morris
    EIGHTH IEEE INTERNATIONAL WORKSHOP ON POLICIES FOR DISTRIBUTED SYSTEMS AND NETWORKS - PROCEEDINGS, 2007, : 251 - +
  • [40] Improve Shallow Decoder Based Transformer with Structured Expert Prediction
    Wang, Zongbing
    Han, Jingru
    ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2024, PT VII, 2024, 15022 : 224 - 234