基本信息
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Bio
Lead a team of about 30 research scientists and engineers focused on novel speech recognition algorithms and machine learning to support all Google speech recognition products and services. Google speech recognition services now process several billions of queries a week. The team I manage is focused on improving the quality of those transcriptions by novel modeling as well as making use of the large stream of data that comes into our systems. There is a large effort in streaming, online recogntion to support mobile services like Voicesearch. Another focus is on multi-channel, farfield speech recognition to support the @Home smart speaker product. In addition, there is an effort on offline speech processing focusing on automatic closed captioning for YouTube and voicemail among others. For all these efforts, my team pushes up accuracy by developing innovative solutions based on advanced machine learning techiques, most recently focusing on end-to-end modeling (https://research.googleblog.com/2017/12/improving-end-to-end-models-for-speech.html). The output of the team is large in both publications as well as engineering, producing systems that are directly used in production.
Research Interests
Papers共 93 篇Author StatisticsCo-AuthorSimilar Experts
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arXiv (Cornell University) (2023): 5496-5500
arXiv (Cornell University) (2023): 1-5
arXiv (Cornell University) (2021)
user-5f8411ab4c775e9685ff56d3(2020)
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user-613ea93de55422cecdace10f(2020)
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