Research Engineer - Speech/Audio Machine Learning
Tasks
- Automate denoising
- Build high performance cloud demo environments
- Build reliable audio data pipelines
- Deploy model serving with low latency inference
- Design multi node distributed training scripts
- Generate synthetic data augmentation
- Implement model pruning
- Implement model quantization
- Integrate WebRTC for real time audio to audio interactions
- Optimize model compute graphs for target runtimes
- Train machine learning speech systems end to end
Perks/Benefits
- N/A
Skills/Tech-stack
Apache TVM | Audio Processing | Computer Architecture | DeepSpeed | Distributed Training | Docker | FP8 | Horovod | INT8 | Machine Learning | Model Serving | OpenVINO | Pruning | Quantization | Speech Recognition | Systems programming | TensorRT | WebRTC
Education
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