10.0 - 15.0 years

25 - 35 Lacs

Chennai

Work from Office

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: 10+ 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.

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