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Machine Learning for Audio Analytics Intern

Company: Bosch
Location: Sunnyvale
Posted on: June 6, 2021

Job Description:

**Company Description**

The Bosch Research and Technology Center North America with offices in Sunnyvale, California, Pittsburgh, Pennsylvania and Cambridge, Massachusetts is part of the global Bosch Group (www.bosch.com), a company with over 70 billion euro revenue, 400,000 people worldwide, a very diverse product portfolio, and a history of over 125 years. The Research and Technology Center North America (RTC-NA) is committed to providing technologies and system solutions for various Bosch business fields primarily in the areas of Human Machine Interaction (HMI), Robotics, Energy Technologies, Internet Technologies, Circuit Design, Semiconductors and Wireless, and MEMS Advanced Design. In all areas we work in close collaboration with our partners at leading US universities, leading-edge industry partners, and other worldwide Bosch research, development, and marketing units.

The focus of our global HMI research includes Visual Computing, Audio and Language Computing, Conversational AI, Smart Wearables and Haptics, User Experience (UX) and Human Factors, etc. We develop intuitive, interactive and intelligent solutions to enable an inspiring UX for Bosch products and services in application areas such as autonomous driving, car infotainment and driver assistance systems (ADAS), Industry 4.0 and Internet of Things (IoT), security systems, smart home and building solutions, health care, and robotics. As a part of the global Human Machine Interaction research unit, our Language and Audio Computing group and Conversational Intelligent Assistance group are responsible for shaping the future user experience of Bosch products by developing cutting-edge technologies and prototype systems in the fields of conversational AI technologies, including natural language processing and understanding, question answering, information retrieval, personalized dialogue management, knowledge representation and reasoning, audio signal processing, speech recognition, speaker identification, and noise reduction. We work on solutions to hard challenges in language and audio processing fields to enable natural, intuitive and intelligent communication between humans and computers and personal assistance. We work with internal partners at various Bosch business units to transfer our ideas and solutions into future products. We also actively collaborate with leading groups in academia and industry to promote research ideas and publish research findings in internationally renowned conferences and journals, e.g., ACL, NAACL, ICASSP, Interspeech, IEEE Signal Processing Magazine.

**Job Description**

+ Develop state-of-the-art machine learning based audio signal processing and analysis technologies and modules

+ Collaborate with other colleagues to integrate audio signal processing and analysis modules into the prototype systems for Bosch Audio Event Detection applications and improve the performance with various technologies

+ Summarize research findings in high-quality paper and/or patent submissions

**Qualifications**

**_Required_** **:**

+ Strong background in audio signal processing, machine learning and related fields

+ Hands-on experience of audio event detection or audio scene classification technologies

+ Hands-on experience of deep learning technologies and familiar with state-of-the-art deep learning toolkits

+ Good communication and team-working skills

+ Proficient with C/C++ and/or python programming

+ Proficient with Matlab

**_Desired:_**

+ Publication record in top venues (ICASSP, Interspeech).

+ Experience on noise cancellation or source separation

+ Experience on audio signal localization

Keywords: Bosch, Sunnyvale , Machine Learning for Audio Analytics Intern, Other , Sunnyvale, California

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