A System for Connectionist Speech Recognition Research

联结主义语音识别研究系统

• 批准号: 9311980
• 负责人: Nelson Morgan
• 金额: $ 104万
• 依托单位: International Computer Science Institute
• 依托单位国家: 美国
• 项目类别: Continuing Grant
• 财政年份: 1993
• 资助国家: 美国
• 起止时间: 1993-10-01 至 1997-11-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=9311980&HistoricalAwards=false
• 关键词: System; Connectionist; Speech; Recognition; Research

Morgan This project is constructing a computer optimized toward speech recognition algorithms, and is evaluating speech algorithms on the machine. A fundamental goal of the project is to explore the architectural changes needed for speech processing in future production systems. The new computer is a low-degree multiprocessor, each node of which contains a high-speed general- purpose processor, a multiple-accumulate processor, memory, and a communications interface for the multiprocessor interconnect. The computer will also be capable of being extended to include analog processing or smart sensors. This new machine will provide the performance of supercomputers at a small fraction of their cost on the speech recognition problem, and will contribute to the development of speech recognition systems for everyday use in commodity computers.

摩根这个项目正在建造一台针对语音识别算法进行优化的计算机，并在机器上评估语音算法。该项目的一个基本目标是探索未来生产系统中语音处理所需的架构变化。新计算机是一个低级多处理器，每个节点包含一个高速通用处理器、一个多累加处理器、存储器和一个用于多处理器互连的通信接口。该计算机还将能够进行扩展，以包括模拟处理或智能传感器。这台新机器将提供超级计算机的性能，而在语音识别问题上的成本只有超级计算机的一小部分，并将有助于开发商用计算机中日常使用的语音识别系统。