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Senior Research Scientist/Engineer- Audio-visual speech enhancement

Company: OPPO
Location: Palo Alto
Posted on: February 19, 2021

Job Description:

We live in a mobile and device driven world, where Deep Learning technology enables a new class of applications. This position aims to build an audio-visual speech enhancement system and to improve the video phone call quality. You will focus on designing/building a deep learning system with multimodal fusion/recognition/tracking modules for a high-tech product.
Duties and responsibilities
As a Senior Research Scientist/Engineer, you will be responsible for developing, improving, and optimizing an audio-visual speech enhancement system, including state-of-art neural network modules, and collaborating with engineer team for cloud/devices product delivering.Your roles:--- Seek scientific solutions to highly ambiguous problems by crafting a technical vision and building consensus across teams--- Design, develop the audio-visual related system and deep learning models, with data processing, training and optimizing--- Compress, quantize, and prune the models for mobile/cloud deployment.Requirements--- PhD degree or MS degree with 3-5 years of professional experience in Computer Science, Electrical Engineering, Statics, Mathematics or equivalent.--- Proficient knowledge of and experience with AI systems.--- Track record of developing demanding deep learning algorithms and applications.--- Experience in developing deep learning algorithms including multimodal fusion/recognition, etc.--- Experience with one or more deep learning frameworks such as TensorFlow, PyTorch, Keras, Caffe, and MXNet.--- Strong programming skills in Python, C/C++, Java, etc.
Preferred Qualifications: --- --- Experience in deploying deep learning algorithms and signal processing background.--- Experience in quantization/acceleration for deep learning models.--- Strong background in smartphone architecture or backend architecture.--- Publications in top tier international conferences and journals, such as CVPR/ECCV/ICCV/NeurIPS/ICLR/PAMI/IJCV, etc.

Keywords: OPPO, Palo Alto , Senior Research Scientist/Engineer- Audio-visual speech enhancement, Engineering , Palo Alto, California

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