Machine Learning Engineer (Speech/Audio) - Singapore
Tasks
- Benchmark internal models against baselines
- Build speech audio data pipelines
- Build test sets and evaluation frameworks
- Clean filter label augment and quality control data
- Fine tune and evaluate speech and language models
- Fine tune for domain adaptation using scenario specific data
- Improve recognition accuracy for code switching names and product terms
Perks/Benefits
- Annual company offsites
- Employee stock ownership plan
- Insurance coverage
- Medical insurance
- Team events
Skills/Tech-stack
Apache Spark | Automatic Speech Recognition | Benchmarking | Data Augmentation | Data Processing | Data labeling | Data pipeline | Distributed data | Distributed data processing | Fine Tuning | Language Models | Large Language Models | Model Evaluation | PyTorch | Python | Ray | Speech Processing | Speech Recognition
Education
N/A
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