---
title: "Shah 2021"
type: concept
related: [Martinc 2021, Opensmile]
source: https://www.jemoka.com/posts/kbhshah_2021/
confidence: high
status: active
---

DOI: 10.3389/fcomp.2021.624659
One-Liner Multi-feature late fusion of NLP results (by normalizing text and n-gram processing) with OpenSMILE embedding results.
Novelty NLP transcript normalization (see methods) and OpenSMILE; otherwise similar to Martinc 2021. Same gist but different data-prep.
Notable Methods N-gram processed the input features Used WordNet to replace words with roots Key Figs New Concepts OpenSMILE
