SPEECH RECOGNITION AND INFORMATION RETRIEVAL: EXPERIMENTS IN RETRIEVING SPOKEN DOCUMENTS

机译：语音识别和信息检索：获取口述文件的实验

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

The Informedia Digital Video Library Project at Carnegie Mellon University is making large corpora of video and audio data available for full content retrieval by integrating natural language understanding, image processing, speech recognition and information retrieval. Information retrieval of from corpora of speech recognition output is critical to the project's success. In this paper, we outline how this output is combined information from other modalities to produce a successful interface. We then describe experiments that compare retrieval effectiveness on spoken and text documents and investigate the sources of retrieval errors on the former. Finally we investigate how improvements in speech recognizer accuracy may affect retrieval, and whether retrieval will still be effective when larger spoken corpora are indexed.

机译：卡内基梅隆大学的Informedia数字视频图书馆项目通过整合自然语言理解，图像处理，语音识别和信息检索功能，使大量的视频和音频数据集可用于全部内容检索。从语音识别输出的语料库中检索信息对于项目的成功至关重要。在本文中，我们概述了如何将此输出与其他模式的信息组合起来以产生成功的界面。然后，我们将描述比较口语和文本文档检索效率的实验，并研究前者检索错误的来源。最后，我们研究了语音识别器准确性的提高如何影响检索，以及在索引较大的语料库时检索是否仍然有效。

著录项

来源
《Proceedings of the speech recognition workshop》|1997年|160-164|共5页
会议地点 Chantilly VA(US)
作者
Michael Witbrock; Alexander G. Hauptmann;
展开▼
作者单位

School of Computer Science Carnegie Mellon University Pittsburgh, PA 15213-3890;

School of Computer Science Carnegie Mellon University Pittsburgh, PA 15213-3890;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类自然科学理论与方法论;自动模拟理论（自动仿真理论）;
关键词

相似文献

外文文献
中文文献
专利

1. Improving Keyword Recognition of Spoken Queries by Combining Multiple Speech Recognizer's Outputs for Speech-driven WEB Retrieval Task [J] . Masahiko MATSUSHITA, Hiromitsu NISHIZAKI, Takehito UTSURO, IEICE Transactions on Information and Systems . 2005,第3期

机译：通过组合多个语音识别器的输出以执行语音驱动的WEB检索任务，提高口语查询的关键字识别
2. Spoken Content Retrieval—Beyond Cascading Speech Recognition with Text Retrieval [J] . Lee Lin-shan, Glass James, Lee Hung-yi, Audio, Speech, and Language Processing, IEEE/ACM Transactions on . 2015,第9期

机译：语音内容检索-超越语音检索与文本检索的级联
3. SYLLABLE-BASED CHINESE TEXT/SPOKEN DOCUMENT RETRIEVAL USING TEXT/SPEECH QUERIES [J] . BO-REN BAI, BERLIN CHEN, HSIN-MIN WANG International Journal of Pattern Recognition and Artificial Intelligence . 2000,第5期

机译：基于文本/语音查询的基于音节的中文文本/语音文档检索
4. SPEECH RECOGNITION AND INFORMATION RETRIEVAL: EXPERIMENTS IN RETRIEVING SPOKEN DOCUMENTS [C] . DARPA speech recognition workshop . 1997

机译：语音识别和信息检索：检索口语文档的实验
5. Audio parsing and rapid speaker adaptation in speech recognition for spoken document retrieval. [D] . Zhou, Bowen. 2003

机译：语音识别中的音频解析和快速的说话人自适应，可用于语音文档检索。
6. Towards spoken clinical-question answering: evaluating and adapting automatic speech-recognition systems for spoken clinical questions [O] . Feifan Liu, Gokhan Tur, Dilek Hakkani-Tür, 2011

机译：走向口语临床问题的答案：针对口语临床问题评估和改编自动语音识别系统
7. Speech Recognition Issues for Dutch Spoken Document Retrieval [O] . Ordelman Roeland J.F., van Hessen Adrianus J., de Jong Franciska M.G., 2001

机译：荷兰语语音文档检索的语音识别问题
8. Experiments in Spoken Document Retrieval at CMU. [R] . Siegler, M. A., Witbrock, M. J., Slattery, S. T., 1997

机译：CmU语音文件检索实验。

SPEECH RECOGNITION AND INFORMATION RETRIEVAL: EXPERIMENTS IN RETRIEVING SPOKEN DOCUMENTS

摘要

著录项

相似文献

相关主题

期刊订阅