A World without Barriers: Connecting the World across Languages, Distances and Media

A. Waibel
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Abstract

As our world becomes increasingly interdependent and globalization brings people together more than ever, we quickly discover that it is no longer the absence of connectivity (the "digital divide") that separates us, but that new and different forms of alienation still keep us apart, including language, culture, distance and interfaces. Can technology provide solutions to bring us closer to our fellow humans? In this talk, I will present multilingual and multimodal interface technology solutions that offer the best of both worlds: maintaining our cultural diversity and locale while providing for better communication, greater integration and collaboration. We explore: Smart phone based speech translators for everyday travelers and humanitarian missions Simultaneous translation systems and services to translate academic lectures and political speeches in real time (at Universities, the European Parliament and broadcasting services) Multimodal language-transparent interfaces and smartrooms to improve joint and distributed communication and interaction. We will first discuss the difficulties of language processing; review how the technology works today and what levels of performance are now possible. Key to today's systems is effective machine learning, without which scaling multilingual and multimodal systems to unlimited domains, modalities, accents, and more than 6,000 languages would be hopeless. Equally important are effective human-computer interfaces, so that language differences fade naturally into the background and communication and interaction become natural and engaging. I will present recent research results as well as examples from our field trials and deployments in educational, commercial, humanitarian and government settings.
一个没有障碍的世界:跨越语言、距离和媒介连接世界
随着我们的世界变得越来越相互依存,全球化使人们比以往任何时候都更加紧密地联系在一起,我们很快发现,将我们分开的不再是缺乏联系(“数字鸿沟”),而是新的和不同形式的异化仍然使我们分开,包括语言、文化、距离和界面。科技能否提供解决方案,拉近我们与人类同胞之间的距离?在这次演讲中,我将介绍多语言和多模式的界面技术解决方案,提供两全其美的解决方案:保持我们的文化多样性和地区,同时提供更好的沟通,更大的整合和协作。我们探索:用于日常旅行者和人道主义任务的基于智能手机的语音翻译系统和服务,实时翻译学术讲座和政治演讲(在大学,欧洲议会和广播服务)多模式语言透明界面和智能室,以改善联合和分布式通信和互动。我们将首先讨论语言处理的困难;回顾一下今天的技术是如何工作的,以及现在可能达到的性能水平。当今系统的关键是有效的机器学习,没有机器学习,将多语言和多模态系统扩展到无限领域、模态、口音和超过6000种语言将是没有希望的。同样重要的是有效的人机界面,这样语言差异自然地消失在背景中,沟通和互动变得自然而迷人。我将介绍最近的研究成果,以及我们在教育、商业、人道主义和政府环境中的实地试验和部署的例子。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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