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

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:
1205424
负责人:
Eric Fosler-Lussier
金额:
$4.85万
依托单位:
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
项目状态:
已结题
起止时间:
2012-06-01 至 2013-05-31

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中文摘要
翻译
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坚实的参考系统,作为教育,研究和评估的工具。研究基础设施是围绕虚拟机(VM)构建的,可以轻松地重新配置和共享。我们把虚拟机比作“厨房”,因为它们提供了环境基础设施,人们可以在其中安装“设备”(例如,语音识别工具包)、“配方”(用于创建工具包的现有技术系统的脚本)和“配料”(口语数据),沿着“菜肴”(具有用于参考的日志文件的完成的实验)。该规划项目使社区参与解决以前阻碍跨社区共享努力的一些问题,包括分发方法和知识产权问题。该项目还提供了一个示例架构,作为社区范围内讨论的焦点。在更广泛的影响方面,该项目通过提供前往INTERSPEECH 2012研讨会的奖学金,吸引了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。在更广泛的范围内,该基础设施可以用于其他数据密集型领域(合成,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的,公开的资源,我们可以更好地培养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,并促进对算法的更深入分析和更好的跨系统比较。
英文摘要
CI-P:Collaborative Research: The Speech Recognition Virtual Kitchen This 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.
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会议论文
Deep Learning Based Complex Spectral Mapping for Multi-Channel Speaker Separation and Speech Enhancement
  • 批准号:
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RI: Small: Early Elementary Reading Verification in Challenging Acoustic Environments
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    2008043
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RI: Medium: Deep Neural Networks for Robust Speech Recognition through Integrated Acoustic Modeling and Separation
  • 批准号:
    1409431
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CI-ADDO-NEW: Collaborative Research: The Speech Recognition Virtual Kitchen
  • 批准号:
    1305319
  • 项目类别:
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  • 资助金额:
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  • 财政年份:
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  • 负责人:
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