CENSREC-3: An evaluation framework for Japanese speech recognition in real car-driving environments

被引:14
作者
Fujimoto, Masakiyo
Takeda, Kazuya
Nakamura, Satoshi
机构
[1] ATR, Spoken Language Commun Res Labs, Keihanna Sci City, Kyoto Fu 6190288, Japan
[2] Nagoya Univ, Nagoya, Aichi 4648603, Japan
关键词
noisy speech recognition; common evaluation framework; incar speech database; CENSREC-3;
D O I
10.1093/ietisy/e89-d.11.2783
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper introduces a common database, an evaluation framework. and its baseline recognition results for in-car speech recognition. CENSREC-3, as an outcome of the IPSJ-SIG SLP Noisy Speech Recognition Evaluation Working Group. CENSREC-3, which is a sequel to AURORA-2J. has been designed as the evaluation framework of isolated word recognition in real car-driving environments. Speech data were collected using two microphones, a close-talking microphone and a hands-free microphone. under 16 carefully controlled driving conditions, i.e.,combinations of three car speeds and six car conditions. CENSREC-3 provides six evaluation environments designed using speech data collected in these conditions.
引用
收藏
页码:2783 / 2793
页数:11
相关论文
共 16 条
[1]  
*AU, 2001, AU37801
[2]  
*AU, 2001, AU27300
[3]  
*AU, 2001, AU33701
[4]  
*AU, 2000, AU22500
[5]  
*AU, 2000, AU27100
[6]  
*AU, 2002, AU34501
[7]  
*ETSI ES, 2005, ETSI ES 202 050 V1 1
[8]  
FUJIMOTO M, 2006, SLP603 IPSJ SIG, P13
[9]   Robust continuous speech recognition using parallel model combination [J].
Gales, MJF ;
Young, SJ .
IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 1996, 4 (05) :352-359
[10]  
HIRSCH HG, 2000, P ISCA ITRW ASR2000, P18