CI-P:Collaborative Research:The Speech Recognition Virtual Kitchen

CI-P：协作研究：语音识别虚拟厨房

• 批准号: 1205589
• 负责人: Florian Metze
• 金额: $ 4.96万
• 依托单位: Carnegie-Mellon University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2012
• 资助国家: 美国
• 起止时间: 2012-06-01 至 2013-05-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1205589&HistoricalAwards=false
• 关键词: CI; Collaborative; Research; Speech; Recognition

CI-P:Collaborative Research: The Speech Recognition Virtual KitchenThis project provides a "kitchen" environment to promote community sharing of research techniques, foster innovative experimentation, and provide solid reference systems for automatically recognizing speech, as a tool for education, research, and evaluation. The research infrastructure is built around virtual machines (VMs), which can be reconfigured and shared easily. We liken the virtual machines to a "kitchen" because they provide the environmental infrastructure into which one can install "appliances" (e.g., speech recognition toolkits), "recipes" (scripts for creating state-of-the art systems for a toolkit), and "ingredients" (spoken language data), along with "dishes" (completed experiments with log-files for reference).The planning project engages the community to tackle some of the issues that have previously hampered efforts in cross-community sharing, including distribution methods and intellectual property issues. The project also provides an example architecture, which serves as a focus point for community-wide discussion.In terms of broader impacts, the project engages researchers and educators that typically do not participate in automatic speech recognition (ASR) research by providing travel scholarships to a workshop at INTERSPEECH2012. In a wider scope, the infrastructure may be useable by other data-intensive fields (synthesis, dialog systems, NLP, computer vision, data mining). By providing a permanent, publicly available resource for research, education, and evaluation in ASR research, we can better train the next generation of undergraduates and graduates. The "kitchen" gives them easy access to a large number of state-of-the-art implementations, and facilitates deeper analysis of algorithms and better comparisons across systems.

CI-P：协作研究：语音识别虚拟厨房该项目提供了一个“厨房”环境，以促进研究技术的社区共享，促进创新实验，并为自动识别语音提供可靠的参考系统，作为教育、研究和培训的工具。评估。 研究基础设施围绕虚拟机 (VM) 构建，可以轻松重新配置和共享。 我们将虚拟机比作“厨房”，因为它们提供了环境基础设施，可以在其中安装“设备”（例如语音识别工具包）、“食谱”（为工具包创建最先进系统的脚本） ，和“成分”（口语数据），以及“菜肴”（已完成的实验，并有日志文件供参考）。规划项目让社区参与解决一些以前阻碍的问题跨社区共享的努力，包括分发方式和知识产权问题。该项目还提供了一个示例架构，作为全社区讨论的焦点。就更广泛的影响而言，该项目通过提供旅行奖学金来吸引通常不参与自动语音识别 (ASR) 研究的研究人员和教育工作者INTERSPEECH2012 的研讨会。 在更广泛的范围内，该基础设施可用于其他数据密集型领域（综合、对话系统、NLP、计算机视觉、数据挖掘）。通过为 ASR 研究的研究、教育和评估提供永久、公开的资源，我们可以更好地培训下一代本科生和研究生。 “厨房”使他们能够轻松访问大量最先进的实现，并有助于更深入地分析算法和更好地进行跨系统比较。