Application of Artificial Intelligence for Enhanced PDM Microphone Audio Acquisition and Noise [...]

STMicroelectronics; Catania; In loco; EUR 10.000 - 30.000; Tempo pieno

Descrizione del lavoro

A global semiconductor company in Catania is looking for a motivated intern to develop advanced AI-based solutions for improving audio acquisition from PDM microphones aimed at automotive applications. Responsibilities include researching AI algorithms, developing models to enhance noise cancellation, and collaborating with engineers. Candidates should be pursuing a degree in Electrical Engineering or related fields and have skills in digital signal processing and programming. Join us to innovate for a smarter, greener future.

Servizi

Hands-on experience with automotive technologies

Diverse and inclusive workplace

Global Top Employer certification

Competenze

• Pursuing or completed degree in Electrical Engineering, Computer Science, Signal Processing, or related fields.
• Strong foundation in digital signal processing and audio acquisition principles.
• Interest or experience in automotive embedded systems is highly desirable.

Mansioni

• Research AI algorithms for audio denoising system.
• Develop AI models to process microphone bitstreams.
• Collaborate with engineers to optimize PDM algorithms.

Conoscenze

Digital signal processing

Programming in Python

Programming in C/C++

Machine learning frameworks

Analytical problem-solving

Formazione

Currently pursuing or recently completed a Bachelor's or Master's degree

Strumenti

TensorFlow

PyTorch

Descrizione del lavoro

OUR STORY

At STMicroelectronics, we believe in the power of technology to drive innovation and make a positive impact on people, businesses, and society. As a global semiconductor company, our advanced technologies and chips form the hidden foundation of the world we live in today.

When you join ST, you will be part of a global business with more than 115 nationalities, present in 40 countries, and comprising over 50,000 diverse and dedicated creators and makers of technology around the world.

Developing technologies takes more than talent: it takes amazing people who understand collaboration and respect. People with passion and the desire to disrupt the status quo, drive innovation, and unlock their own potential.

Embark on a journey with us, where you can innovate for a future that we want to make smarter and greener, in a responsible and sustainable way. Our technology starts with you.

YOUR ROLE

We are seeking a motivated and talented intern to join our automotive application team to develop advanced AI-based solutions for improving audio acquisition from PDM microphones, specifically targeting automotive applications. The intern will focus on leveraging artificial intelligence and machine learning techniques to enhance noise cancellation and audio quality in digital microphone systems embedded in automotive microcontrollers.

KEY RESPONSIBILITIES

• Research and analyze state-of-the-art AI algorithms for audio denoising, adaptive filtering, and noise cancellation tailored for automotive environments.
• Develop and implement AI models (e.g., neural networks) to process PDM microphone bitstreams and improve signal quality under challenging automotive noise conditions such as engine noise, road noise, and cabin reverberations.
• Design and simulate decimation and filtering techniques enhanced by AI for converting PDM data to high-fidelity PCM audio suitable for automotive voice control systems.
• Evaluate AI model performance using objective audio quality metrics and automotive-specific criteria, ensuring compliance with automotive-grade reliability and latency requirements.
• Collaborate with embedded system engineers to prototype and optimize AI-enhanced PDM acquisition algorithms on automotive microcontroller platforms (e.g., STELLAR family with automotive-grade features).
• Contribute to the integration of AI audio processing within automotive active noise cancellation systems.
• Document research findings and contribute to technical reports, presentations, and potential patent filings related to automotive audio processing innovations.

SKILLS

• Currently pursuing or recently completed a Bachelor’s or Master’s degree in Electrical Engineering, Computer Science, Signal Processing, or related fields.
• Strong foundation in digital signal processing and audio acquisition principles.
• Basic knowledge of machine learning and AI frameworks (e.g., TensorFlow, PyTorch).
• Programming skills in Python and/or C/C++.
• Interest or experience in automotive embedded systems and microcontroller programming is highly desirable.
• Understanding of automotive noise environments and challenges in in‑cabin audio capture is a plus.
• Good analytical, problem‑solving, and communication skills.

LEARNING OPPORTUNITIES

Gain hands‑on experience developing and optimizing AI‑driven audio acquisition and noise cancellation algorithms on automotive microcontrollers for real‑time in‑vehicle voice and communication systems.

ST is proud to be one of the 17 companies certified as a 2025 Global Top Employer and the first and only semiconductor company to achieve this distinction. ST was recognized in this ranking thanks to its continuous improvement approach and stands out particularly in the areas of ethics & integrity, purpose & values, organization & change, business strategy, and performance.

At ST, we endeavor to foster a diverse and inclusive workplace, and we do not tolerate discrimination. We aim to recruit and retain a diverse workforce that reflects the societies around us. We strive for equity in career development, career opportunities, and equal remuneration. We encourage candidates who may not meet every single requirement to apply, as we appreciate diverse perspectives and provide opportunities for growth and learning. Diversity, equity, and inclusion (DEI) is woven into our company culture.

To discover more, visit st.com/careers.