Principal Audio ML Engineer
3 days ago
Description :
Logitech is the Sweet Spot for people who want their actions to have a positive global impact while having the flexibility to do it in their own way.
Role Overview :
You will join Logitechs Hardware Audio DSP and ML Product team to develop real-time Audio ML solutions that redefine customer audio experiences.
The role requires a strong foundation in Audio Machine Learning and Digital Signal Processing.
Responsibilities :
- Lead and Develop Innovative audio signal processing solutions for Multi-Channel Speech enhancement, Acoustic echo cancellation, Audio event classification, Spatial Audio using deep learning techniques.
- Lead and work on the end-to-end ML workflow from Data preparation, Model architecture design, Training, Deployment and evaluation of Audio ML targeting resource-constrained platforms such as Tensilica DSP, ARM, RISCV cores and NPUs.
- Optimize and enhance algorithm performance under real-world conditions by proposing innovative solutions to complex challenges.
- Collaborate with cross-functional product teams to deliver seamless audio experiences for customers.
Key Qualifications :
years of experience in Audio signal processing and Machine learning with a proven track record of successfully delivering robust Audio ML solutions on schedule.
- Strong programming skills and hands-on experience using the following languages and ML frameworks : Python, C, TFL/LiteRT, Tensorflow, ONNX, PyTorch
- Strong knowledge of Audio Quality and Intelligibility assessment objective and subjective metrics.
- Adept at identifying audio artifacts and showcasing excellent listening skills.
- Strong leadership skills and experience working collaboratively with cross-functional teams.
- Strong problem-solving and communication skills
Additional Skills :
- Deep understanding of state-of-the-art quantization techniques (e.g., training-aware quantization or mixed precision) to improve runtime efficiency.
- Identify and resolve performance bottlenecks in ML inference on embedded systems.
- Experience working on consumer audio products in the full hardware product lifecycle, including mass production.
- Passionate about Audio ML, being hands on and seeing your work come to life.
- Staying on top of emerging trends.
- Across Logitech we empower collaboration and foster play.
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