Audio AI Deep Learning Research Intern

Company Description

The Bosch Research and Technology Center North America, with offices in Sunnyvale, California, Pittsburgh, Pennsylvania and Cambridge, Massachusetts, is affiliated with the global Bosch Group (www.bosch.com), a corporation boasting over 70 billion euros in revenue, 400,000 employees globally, a diverse product range, and a history that spans more than 125 years. The Research and Technology Center North America (RTC-NA) delivers technological and system solutions for assorted Bosch business areas, predominantly in the realm of artificial intelligence (such as human-assisted AI, natural language processing, robotics, 3D perception, and AI platform), energy technologies, internet technologies, circuit design, semiconductors and wireless, as well as advanced MEMS design.

The Bosch Research and Technology Center (RTC) in Pittsburgh, PA is committed to researching and developing groundbreaking AI and IoT technologies that will mold the future of the company's products. This internship is part of an aggressive endeavor to design and develop intelligent audio analytics capabilities at the crossroads of deep learning and audio signal processing, with diverse application domains ranging from physical security to intelligent and connected vehicles.

Job Description

• Design state-of-the-art Audio AI solutions using a combination of traditional signal processing and machine/deep learning-based strategies.
• Research and develop solutions for audio foundation models, audio reasoning, generative audio, explainable audio AI, few-shot learning for rare sound events, anomaly detection for machine health monitoring, domain adaptation, and multi-modal sensing.
• Team up with others to incorporate audio AI modules into prototype systems.
• Prepare high-quality papers and/or patent submissions summarizing research findings.

Qualifications

Required

• Currently pursuing a PhD in Computer Science, Electrical Engineering, Data Science, or related fields.
• 2+ years of programming experience, proficiency in (Lightning), HuggingFace(transformers, diffusers), hydra.
• A broad understanding of machine- and deep-learning algorithms and principles along with state-of-the-art methods.

Preferred

• Familiarity with digital signal processing principles and techniques (multi-channel audio processing, DFT, filter-banks).
• A record of publication in top machine learning and audio analytics venues (e.g., ICASSP, Interspeech, AAAI, ICML).
• Experience with HPC platforms and job managers (Slurm, IBM LSF)

Additional Information

The American base range for this intern position is $31.00-$56.50. Within the range, individual salaries are determined based on several factors, including, but not restricted to, type of degree, work experience, job familiarity, role complexity, job type, job location, amongst others. Your Hiring Manager can disclose further details about the specific salary range for this position during the interview process.

We choose to commit to a diverse workforce - EOE/Protected Veteran/Disabled.

BOSCH is a resolute backer of STEM (Science, Technology, Engineering & Mathematics)

• FIRST Robotics (For Inspiration and Recognition of Science and Technology)
• AWIM (A World In Motion)