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Live Closed-Captioning System Using Hybrid Automatic Speech Recognition for Broadcast News

机译:广播新闻采用混合自动语音识别的实时隐藏字幕系统

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We introduce a new closed-captioning systembased on automatic speech recognition (ASR) for Japanesebroadcast news programs. In Japanese live closedcaptioning,we have an extreme difficulty in producing captionsmanually because of the lack of a rapid Japanese inputmethod. The ASR technology helps us to make them efficientlyat low cost, but its performance depends largely onacoustic environments. In recognition of noisy speech andinterviews, for example, we do not have enough accuracy forcaptioning. Our newly-developed system employs a "hybrid"ASR approach as the best solution to this problem. Itswitches input speech signals between the original programsound and the rephrased clear speech by a "re- speaker". Itenables the high ASR performance across the entire programsand provides closed-captions with low-latency. In ourtalk, we outline the key features of the system and show thepractical performance in captioning Japanese broadcastnews programs. We also address our experiences and challengesin emergencies, taking up the operation in the GreatEast Japan Earthquake in 2011.
机译:我们引入了一个新的隐藏字幕系统 基于自动语音识别(ASR)的日语 广播新闻节目。在日本的实时字幕中, 我们很难制作字幕 由于缺乏快速的日语输入而手动 方法。 ASR技术可帮助我们有效地使它们 价格低廉,但其性能在很大程度上取决于 声学环境。认识到嘈杂的语音和 例如面试,我们没有足够的准确性 字幕。我们新开发的系统采用了“混合动力” ASR方法是解决此问题的最佳方法。它 在原始程序之间切换输入的语音信号 声音和由“发言人”改写的清晰语音。它 在整个程序中实现高ASR性能 并提供低延迟的隐藏式字幕。在我们的 讲一下,我们概述了系统的主要功能,并展示了 字幕播放中的实际表现 新闻节目。我们还应对我们的经验和挑战 在紧急情况下,承担大行动 2011年的东日本大地震。

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