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Fuzzy-Logic Controller for Speaker-Independent Speech Recognition System in Computer Games

机译:计算机游戏中与说话者无关的语音识别系统的模糊逻辑控制器

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摘要

Computer Games are now a part of modern culture. By using automatic speech recognition systems (ASRS), voice driven commands can be used to control the game, which can open up the possibility for people with disabilities and age related problems to be included in game communities and use the service offerered. Conventional speech recognition systems however, do not support emotions, attitudes, tones etc. This is a problem because such expressions can be vital for gaming, especially as the majority of the users to be considered for this operation are elderly adult. For instance, if a command is uttered in a low pitch the character in the game can act differently than when it is voiced in an elevated pitch. The traditional voice controller for such operation is usually based on logic or a probability supported algorithm that can serve the purpose but has certain limitations like long process time, cost and complexity in implementation. This paper proposes a fuzzy logic based controller to detect a user’s emotion from their voice command for controlling the game in a different ways. This fuzzy logic controller can be programmed even on a microchip to drive certain voice driven actions as a built-in form of hardware. To use a fuzzy logic controller, instead of an approach based on traditional algorithms, gives more accuracy, control and efficiency when handling the user’s voice input commands for manipulation.
机译:电脑游戏现已成为现代文化的一部分。通过使用自动语音识别系统(ASRS),可以使用语音驱动命令来控制游戏,这可以使残疾人和与年龄相关的问题被纳入游戏社区并使用提供的服务。然而,常规的语音识别系统不支持情绪,态度,音调等。这是一个问题,因为这样的表情对于游戏至关重要,特别是因为要考虑用于该操作的大多数用户是成年人。例如,如果以低音调发出命令,则游戏中的角色可能会与以高音调发声时的行为有所不同。用于这种操作的传统语音控制器通常基于逻辑或概率支持算法,该逻辑或算法可以达到目的,但具有某些局限性,例如处理时间长,成本高和实现复杂。本文提出了一种基于模糊逻辑的控制器,该控制器可从语音命令中检测用户的情绪,从而以不同方式控制游戏。甚至可以在微芯片上对该模糊逻辑控制器进行编程,以驱动某些语音驱动的动作作为硬件的内置形式。使用模糊逻辑控制器代替基于传统算法的方法,可以在处理用户的语音输入命令进行操作时提供更高的准确性,控制能力和效率。

著录项

  • 作者

    Mustaquim, Moyen Mohammad;

  • 作者单位
  • 年度 2011
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  • 原文格式 PDF
  • 正文语种 eng
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