Starting from graduate school in 2003, till now having more than 15-year experience in speech recognition research and application industry. Deep knowledge in the principles, algorithms and related modules in speech recognition technology and applications, as well as fruitful experience in productizing the core speech technology into industry applications. Unique views on the speech technology framework, applications and developing trends. Excellent English and Chinese communication skills, experienced in managing cross-team and cross-country collaborations.
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Chief Technology Officer北京智能管家科技有限公司Beijing, China -
Vp, Ai Research CenterBeijing Roobo Technology Co., Ltd. Sep 2018 - PresentBeijing/Chengdu Left Nuance in the end of August, 2018, back to China and joined Roobo, responsible for building the complete speech technology stack from zero: microphone array speech signal processing, cloud ASR, embedded ASR, wakeup word solution, Voice Biometric technology and pronunciation assessment systems and so on. Until now we have completed the core recognition engine, acoustic modeling research, full capability of building ASR system, refining the performance for various languages (given data). Also responsible for providing ASR, wakeup word and microphone array signal processing solutions to other customers. -
Director, Research Mobile SpeechNuance Communications Jun 2017 - Sep 201852062, Aachen, North Rhine-Westphalia, GermanyTransferred to Nuance Automotive headquarter in Aachen city, Germany in June 2017. Besides of continuing leading speech RnD Greater China, more responsibities including:o Collaborate with European team to apply China RnD outputs to other language and markets. Make China RnD become Nuance global wakeup word solution center for all markets and languages.o Increase Nuance Chinese solution’s visibility directly to BMW, VW and Mercedes headquarters to improve their understandings on Chinese solution and enhance their confidence in Nuance’s solution so as to enhance Nuance automotive competitiveness in China market. The most advanced Chinese in-car demo had been built into European demo cars. -
Director, Research Mobile SpeechNuance Communication Inc. (China) Jun 2011 - May 2017Beijing/ShanghaiJoined Nuance China in 2011 as Senior Research Engineer. Since 2012, promoted by one level per year to serve as Research Manager in 2013, Senior Research Manager in 2014 and Director RnD Speech, Greater China in 2015, directly report to SVP (head of RnD and engineering) in Germany.Responsibilities:o Conduct ASR/NLU solution research in Greater China area to localize and satisfy the requirements in China markets. o Develop prototype and related technology, solution and user experience innovation. Also lead the project delivery to key global customer’s Chinese solution, i.e. BMW, Mercedes Benz, JLR, etc;o Provide technical support, consultancy and training to customers. Coordinate with other Nuance global RnD teams to conduct customer-oriented research topics to ensure the advantage of Nuance’s speech solutions and support sales team to win deals;o The involved research topics include embedded and cloud ASR solution research (for Automotive/IoT), NLP/NLU and speech signal processing (AEC/NR/multi-microphone solutions/BF/DoA, etc.).Major accomplishments:o Founded and developed the core research team in Nuance China, starting from less than 10 to around 50 in 2018. o Landed the first in-car cloud+embedded hybrid speech HMI solution project in China and led the project delivery in 2013;o Led the research and development of Chinese Dragon Drive prototype and solution to build the solid foundation for Nuance automotive business development in China;o Led China RnD and coordinate with global teams to win several customer benchmarks in China. The most successful one is to win BMW 35up project bidding in 2014~2015 in the very fierce competition, and then led the local RnD team to finish the development and delivery of this project. o Main projects: BMW 35up (2014~2016), MGU18 (2017~2018), the first generation of Rowe-RX5, GWM H6, H7, H8, Mercedes Benz MBUX (2016~2018), Huawei phone low-power wakeup solution, etc.
Ran Xu Education Details
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Signal And Information Processing -> Speech Signal Processing -> Speech Recognition -
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What company does Ran Xu work for?
Ran Xu works for 北京智能管家科技有限公司
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Ran Xu's current role is Chief Technology Officer.
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Ran Xu attended University Of Chinese Academy Of Sciences, Nankai University.
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