Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The proliferation of computing technology to low por domains such as hand--held devices has lead to increased interest in portable interface technologies, with particular interest in speech recognition. The computational demands of robust, large vocabulary speech recognition systems, hover, are currently prohibitive for such low por devices. This work begins anexploration of domain specific characteristics of speech recognition that might be exploited to achieve the requisite performance within the por constraints of such devices.  focus primarily on architectural techniques to exploit the massive amounts of potential thread level parallelism apparent in this application domain, and consider the performance / por trade-offs of such architectures. Our results show that a simple, multi-threaded, multi-pipelined processor architecture can significantly improve the performance of the time-consuming search phase of modern speech recognition algorithms, and may reduce overall energy consumption by drastically reducing dissipation of static por.  also show that the primary hurdle to achieving these performance benefits is the data request rate into the memory system, and consider some initial solutions to this problem.
['Rajeev Krishna', 'Scott A. Mahlke', 'Todd M. Austin']
I am writing a research paper on a idea Architectural optimizations for low-power, real-time speech recognition
[{"from": "human", "value": "I am writing a research paper on a idea Architectural optimizations for low-power, real-time speech recognition"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The proliferation of computing technology to low por domains such as hand--held devices has lead to increased interest in portable interface technologies, with particular interest in speech recognition. The computational demands of robust, large vocabulary speech recognition systems, hover, are currently prohibitive for such low por devices. This work begins anexploration of domain specific characteristics of speech recognition that might be exploited to achieve the requisite performance within the por constraints of such devices.  focus primarily on architectural techniques to exploit the massive amounts of potential thread level parallelism apparent in this application domain, and consider the performance / por trade-offs of such architectures. Our results show that a simple, multi-threaded, multi-pipelined processor architecture can significantly improve the performance of the time-consuming search phase of modern speech recognition algorithms, and may reduce overall energy consumption by drastically reducing dissipation of static por.  also show that the primary hurdle to achieving these performance benefits is the data request rate into the memory system, and consider some initial solutions to this problem."}]