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NLU Framework for Voice Enabling Non-Native Applications on Smart Devices

机译:NLU框架用于语音启用智能设备上的非本机应用程序

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Voice is a critical user interface on smart devices (wearables, phones, speakers, televisions) to access applications (or services) available on them. Unfortunately, only a few native applications (provided by the OS developer) are typically voice enabled in devices of today. Since, the utility of a smart device is determined more by the strength of external applications developed for the device, voice enabling non-native applications in a scalable, seamless manner within the device is a critical use case and is the focus of our work. We have developed a Natural Language Understanding (NLU) framework that uses templates supported by the application (as determined by the application developer). This framework can be employed in any mobile OS (Android, iOS, Tizen, Android wear) for a wide range of devices. To aid this demonstration, we have implemented the framework as a service in Android OS. When the user issues a voice command, the natural language query is obtained by this service (using one of local, cloud based or hybrid speech recognizers). The service then executes our NLU framework to identify the relevant application and particular action details. In this demonstration, we will showcase this NLU framework implemented as an Android service on a set of applications that will be installed on the fly. Specifically, we will show how the voice queries are understood and necessary services are launched on android smart wearables and phones.
机译:语音是智能设备(可穿戴设备,手机,扬声器,电视)上的关键用户界面,用于访问其上可用的应用程序(或服务)。不幸的是,只有一些本机应用程序(由OS开发人员提供)通常是在当今设备中启用的语音。由于智能设备的效用是通过为设备开发的外部应用的强度来确定的,语音能够以可扩展的,在设备内的无缝方式中实现非本机应用是关键用例,并且是我们工作的焦点。我们开发了一种自然语言理解(nlu)框架,它使用应用程序支持的模板(由应用程序开发人员确定)。此框架可以用于任何移动OS(Android,iOS,Tizen,Android Wear),适用于各种设备。为了帮助这一示范,我们已经在Android OS中实现了框架作为服务。当用户发出语音命令时,本服务获得自然语言查询(使用本地,云基或混合语音识别器之一)。然后,该服务执行我们的NLU框架以识别相关的应用程序和特定操作细节。在这次演示中,我们将展示在一组将在飞行中安装的应用程序中实现的NLU框架。具体来说,我们将展示语音查询是如何理解的,并且在Android智能可穿戴设备和手机上启动了必要的服务。

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