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Speech enhancement for a medical wearable

Recovered an abandoned speech enhancement prototype for a wearable device and compared it with two architectures of my own.

sheet
role
Research Data Scientist / Deep Learning Engineer, Robolabo (UPM)
period
2024.05 → 2024.08
context
At Robolabo, UPM
status
archived
code
private
stack
Python, PyTorch
results
My transformer was the best of the three
Raised speech quality from 2.10 to 2.37 PESQ (+13%) on unseen audio with hospital noise
skills
soft skills
Rapid Learning
domains
Health