Machine Learning Resident – Client: OpenCycle (12 month term)
Edmonton, Alberta, Canada
CAD 64K-70K (estimate) Entry-level Full Time
Tasks
- Apply audio augmentation and handle weak noisy annotations
- Collaborate with stakeholders to deliver MVP solutions
- Conduct research on channel invariance and open set metric learning
- Design and implement deep learning models for acoustic sensing
- Design log Mel and PCEN audio features
- Develop operating condition and anomaly detection models
- Fine tune and evaluate pretrained audio backbones
- Optimize ML pipelines for streaming edge inference
- Optimize and evaluate sound event detection and open set source identification
- Prepare curate and preprocess audio datasets
- Present progress and document results for client and acousticians
Perks/Benefits
Skills/Tech-stack
Anomaly Detection | Audio Embedding | Audio Representation Learning | Audio augmentation | Audio classification | Audio preprocessing | Audio signal processing | Data Preprocessing | Deep learning | Edge Computing | Embedded Systems | Event Detection | Log-mel | Machine Learning | Metric Learning | Model Evaluation | Open Set Recognition | PCEN | Pretrained models | Quantization | Representation Learning | Signal Processing | Sound Event Detection | Spectrogram | Time Series
Education
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