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Audio DSP and Machine Learning Intern

Company: Synaptics
Location: Irvine
Posted on: April 18, 2019

Job Description:

Job Scope:We are looking for a summer intern candidate with experience in Digital Signal Processing and Machine Learning for working in the field of audio analysis and enhancement. The successful candidate will join the audio R&D team and be responsible for doing research on ML model prototyping for advanced DSP algorithms with the aim of improving VoIP and ASR applications.Job Responsibilities:* Implement and benchmark state-of-art techniques in the field of audio DSP and/or machine learning* Do research and design new models and algorithms for speech and audio related applications;* Participate in creating collateral, tools for analysis and other support material.Job Qualifications:We are looking for an individual with a background related to audio digital signal processing and machine learning. A proven track record in developing algorithms for voice/speech processing, either through academic work or industry work is desiredNecessary requirements:* MSc or PhD candidate in machine learning, audio signal processing, speech processing or statistics;* Proficient programming in shell scripting, Matlab/Python;* Experience with deep learning software and toolboxes;* Good verbal and written communication skills;* Enthusiasm and self-commitment;* Excellent critical thinking.Desired skills:* Knowledge of Latex, Linux and software for audio analysis;* Knowledge of C/C++* Proven track record of publications in the fields of speech, audio DSP or applied machine learning;* Prior experience in the design of audio applications for real-world products;* Knowledge of Tensorflow* Experience with real-time signal processing;* Ability in problem analysis and troubleshooting;Synaptics is an Equal Opportunity Employer

Keywords: Synaptics, Irvine , Audio DSP and Machine Learning Intern, Other , Irvine, California

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