The decade from 2010 to 2020 saw remarkable improvements in automatic speech recognition. Many people now use speech recognition on a daily basis, for example to perform voice search queries, send text messages, and interact with voice assistants like Amazon Alexa and Siri by Apple. Before 2010 most people rarely used speech recognition. Given the remarkable changes in the state of speech recognition over the previous decade, what can we expect over the coming decade? I attempt to forecast the state of speech recognition research and applications by the year 2030. While the changes to general speech recognition accuracy will not be as dramatic as in the previous decade, I suggest we have an exciting decade of progress in speech technology ahead of us.
翻译:2010至2020年这十年在自动语音识别方面取得了显著进步。 许多人现在每天都使用语音识别,例如通过苹果进行语音搜索查询、发送短信和与亚马逊亚历山大和西里等语音助理互动。 在2010年之前,大多数人很少使用语音识别。 鉴于在过去十年中语音识别状况的显著变化,我们在未来十年中可以期待什么?我试图预测到2030年语音识别研究和应用状况。 虽然一般语音识别准确性的变化不会像前十年那样戏剧化,但我建议我们前面的语音技术有令人振奋的十年。