AI and DSP for Noise Cancellation in Intercom Applications (Italia)

AI and DSP for Noise Cancellation in Intercom Applications (Italia)

13 ago
|
Stmicroelectronics
|
Italia

13 ago

Stmicroelectronics

Italia

ABOUT THE PROJECT
Intercom systems are used in environments where communication must remain clear even in the presence of strong and dynamic background noise. In many practical use cases, the noise is non-stationary and can vary rapidly over time, making its suppression particularly challenging. Recent approaches combining digital signal processing (DSP) and machine learning have shown strong potential for improving noise cancellation performance. However, there is still room to explore more effective methods, especially for dynamic and real‑world intercom scenarios. In this internship, the student will work within an R&D; team on the research and development of noise cancellation solutions for intercom applications. The objective is to investigate and compare DSP-based and AI-based approaches, with the goal of improving speech clarity and robustness in challenging acoustic conditions.
YOUR ROLE
- Contribute to the research and development of a noise cancellation solution for intercom applications.




- Participate in exploring and evaluating different DSP and machine learning strategies for removing dynamic background noise from speech signals.
- Implement experiments in Python and MATLAB, including data processing, algorithm development, training, validation, and performance analysis.
- Help assess the behavior of the proposed methods on realistic intercom scenarios and support the identification of the most promising technical directions for further development.

YOUR SKILLS & EXPERIENCES
- The candidate is currently pursuing, or has recently completed, a Master’s degree in Signal Processing, Computer Science, Computer Engineering, Electronic Engineering, or a related technical field.
- Strong programming skills in Python.
- Good experience with PyTorch or another major machine learning framework.
- Good knowledge of MATLAB.
- In-depth knowledge of digital signal processing.
- Good understanding of deep learning fundamentals.
- Strong interest in audio processing, sp

📌 AI and DSP for Noise Cancellation in Intercom Applications (Italia)
🏢 Stmicroelectronics
📍 Italia

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