图 书 馆
儿童智能室中的自动语音识别和语音活动检测Automatic Speech Recognition and Speech Activity Detection in the CHIL Smart Room |
|
| 课程网址: | http://videolectures.net/mlmi04uk_chu_asrsa/ |
| 主讲教师: | Stephen M. Chu |
| 开课单位: | IBM公司 |
| 开课时间: | 2007-02-25 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | An important step to bring speech technologies into wide deployment as a functional component in man-machine interfaces is to free the users from close-talk or desktop microphones, and enable far-field operation in various natural communication environments. In this work, we consider far-field automatic speech recognition and speech activity detection in conference rooms. The experiments are conducted on the smart room platform provided by the CHIL project. **The first half** of the paper addresses the development of speech recognition systems for the seminar transcription task. In particular, we look into the effect of combining parallel recognizers in both single-channel and multi-channel settings. **In the second half** of the paper, we describe a novel algorithm for speech activity detection based on fusing phonetic likelihood scores and energy features. It is shown that the proposed technique is able to handle non-stationary noise events and achieves good performance on the CHIL seminar corpus. |
| 关 键 词: | 语音技术; 人机界面; 通信环境 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-04-30：chenxin |
| 阅读次数: | 83 |