I am currently a data scientist with Consigli.

Past

Publications

Patents

  • N. D’Amato, D. Giacobello, J. Fainberg, K. Hartung, “Multiple Stage Network Microphone Device with Reduced Power Consumption and Processing Load”, 2020
  • J. Fainberg, D. Giacobello, K. Hartung, “Systems and Methods for Selective Wake Word Detection Using Neural Networks Models”, 2020

Theses

  • “Robust learning of acoustic representations from diverse speech data”, PhD thesis, University of Edinburgh, 2020
  • “Improving Children’s Speech Recognition through Out of Domain Data Augmentation”, MSc thesis, University of Edinburgh, 2015
  • “Sound Source Separation in Reverberant Environments using Interaural Coherence in a Probabilistic Model of Localisation”, BMus thesis (Poster), University of Surrey, 2014

Hobbies