18 citations · 34 across the 7 of their papers we have counts for
4 papers · 1 filter
Describing emotions with acoustic property prompts for speech emotion recognition
Hira Dhamyal, Benjamin Elizalde, Soham Deshmukh +3
Emotions lie on a broad continuum and treating emotions as a discrete number of classes limits the ability of a model to capture the nuances in the continuum. The challenge is how…
COVID-19 Detection Using Recorded Coughs in the 2021 DiCOVA Challenge
Benjamin Elizalde, Daniel Tompkins
COVID-19 has resulted in over 100 million infections and caused worldwide lock downs due to its high transmission rate and limited testing options. Current diagnostic tests can be…
Identifying Actions for Sound Event Classification
Benjamin Elizalde, Radu Revutchi, Samarjit Das +3
In Psychology, actions are paramount for humans to identify sound events. In Machine Learning (ML), action recognition achieves high accuracy; however, it has not been asked whethe…
DCASE 2017 Task 1: Acoustic Scene Classification Using Shift-Invariant Kernels and Random Features
Abelino Jimenez, Benjamin Elizalde, Bhiksha Raj
Acoustic scene recordings are represented by different types of handcrafted or Neural Network-derived features. These features, typically of thousands of dimensions, are classified…