TY - GEN
T1 - Development and evaluation of julius-compatible interface for Kaldi ASR
AU - Yamada, Yusuke
AU - Nose, Takashi
AU - Chiba, Yuya
AU - Ito, Akinori
AU - Shinozaki, Takahiro
N1 - Funding Information:
Acknowledgment. Part of this work was supported by JSPS KAKENHI Grant Number JP26280055 and JP15H02720.
Publisher Copyright:
© Springer International Publishing AG 2018.
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2018
Y1 - 2018
N2 - In recent years, the use of Kaldi has rapidly grown because it has adopted various technologies of DNN-based speech recognition in succession and has shown high recognition performance. On the other hand, the speech recognition engine, Julius, has been widely used especially in Japan. Julius is also attracting attention since DNN-HMM is implemented in it. In this paper, we describe the design plan of interfaces that make Kaldi speech recognition engine be compatible with Julius, a system overview, and the details of the speech input unit and the recognition result output unit. We also refer to the functions that we are planning to implement.
AB - In recent years, the use of Kaldi has rapidly grown because it has adopted various technologies of DNN-based speech recognition in succession and has shown high recognition performance. On the other hand, the speech recognition engine, Julius, has been widely used especially in Japan. Julius is also attracting attention since DNN-HMM is implemented in it. In this paper, we describe the design plan of interfaces that make Kaldi speech recognition engine be compatible with Julius, a system overview, and the details of the speech input unit and the recognition result output unit. We also refer to the functions that we are planning to implement.
KW - DNN-based speech recognition
KW - Julius
KW - Kaldi
UR - http://www.scopus.com/inward/record.url?scp=85026650752&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85026650752&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-63859-1_12
DO - 10.1007/978-3-319-63859-1_12
M3 - Conference contribution
AN - SCOPUS:85026650752
SN - 9783319638584
T3 - Smart Innovation, Systems and Technologies
SP - 91
EP - 96
BT - Advances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing,
A2 - Watada, Junzo
A2 - Jain, Lakhmi C.
A2 - Pan, Jeng-Shyang
A2 - Tsai, Pei-Wei
PB - Springer Science and Business Media Deutschland GmbH
T2 - 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2017
Y2 - 12 August 2017 through 15 August 2017
ER -