Audio Algorithm Lead Engineer

1 week ago

Bengaluru, India Texas Instruments Full time

The Consumer Audio Amplifier product line is hiring an Audio DSP firmware engineer to support its Smart Amplifier products. In this role you will be part of a team that develops and implements real-time audio processing solutions to deliver innovative audio and speech experience through audio amplifiers and haptics. Candidate will be responsible for designing developing, optimizing, debugging and testing Audio and Haptics including speaker protection, audio enhancements, Haptics control and non-linear control algorithms. The candidate should be proficient in Matlab/Simulink, Python, embedded C. Engineer will collaborate with multiple teams across design, systems and application to integrate the algorithm on TI audio devices.




Key responsibilities include:




Design and implement Speech, Audio and haptics algorithms on Matlab/Simulink/Python and Implement on embedded C, neural network accelerators based Digital Signal Processors

Develop and optimize algorithm DSP algorithms to ensure real-time performance and minimal latency using signal processing and machine learning techniques

Participate in code reviews and create documentation for projects including block diagrams, state diagrams, coding specifications and product descriptions

Develop unit tests and performance benchmarks to validate algorithm performance and robustness. Analyze and debug issues related to audio quality and system performance




Minimum Requirements:


Master’s degree with specialization in signal processing

5+ years’ experience in Audio signal processing algorithm development

MATLAB, Python, C programming experience required

Experience in audio, speech, DSP, and embedded systems.

Deep understanding of Signal processing, DSP fundamentals, Deep Neural Network preferably in audio

Hands-on experience in signal processing techniques such as digital filter design (IIR, FIIR), adaptive filtering, sub-band processing, frequency domain processing and non-linear compensation

Strong debugging/trouble-shooting skills of embedded systems





Preferred Qualifications:




Experience with digital signal processing techniques

Bringing up audio hardware and prototyping systems

Ability to work with a cross domain teams or independently as needed

Knowledge of AI/ML algorithms and tools such as PyTorch/Tensorflow, deep learning or natural language processing and familiarity with common neural network architectures namely LSTMs, CNNs and RNN is a plus

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