Fabio Felix

ffd2011@nyu.edu

I am a Postdoc at Tandon School/NYU, working on projects in Augmented Reality, Explainable AI, and, more recently, Urban Science. I work with researchers from VIDA lab, under supervision of professor Claudio Silva.

During my Ph.D. (co-supervised by Moacir Ponti and Rosane Minghim) and Masters (supervised by Rosane Minghim) in Computer Science, I developed predictive models and visualization frameworks to support the identification and exploration of animal species recorded in the wild, helping soundscape analysis. I conducted these research in a program from ICMC/USP, working with researchers from VICG lab (currently GIVA). I hold a bachelor's in Computer Science from UESB.

Besides, I worked as a technical expert on a research project at ICMC/USP, also creating material and tools to explore animal sounds, and worked for 6+ years with development of medical systems.

I am Fabio, a Postdoc at
VIDA lab, Tandon/ NYU, USA.

Fabio Felix

ffd2011@nyu.edu

Interests

Recent papers

Enhancing Sound-Based Classification of Birds and Anurans with Spectrogram Representations and Acoustic Indices in Neural Net

A classification and quantification approach to generate features in soundscape ecology using neural networks

Soundscape segregation based on visual analysis and discriminating features

xHiPP: eXtended Hierarchical Point Placement Strategy

Technical reports

Evaluation of Barlow Twins and VICReg self-supervised learning for sound patterns of bird and anuran species

Implementing simple spectral denoising for environmental audio recordings

Exploring acoustic data with Information Visualization

Others

Learning representations with Convolutional Networks to identify bird and anuran species in Soundscapes (PhD)

A Soundscape visual analysis strategy based on discriminate feature selection (MSc)