2 papers
eess.AS2023
Online Active Learning For Sound Event Detection
Mark Lindsey, Ankit Shah, Francis Kubala +1
Data collection and annotation is a laborious, time-consuming prerequisite for supervised machine learning tasks. Online Active Learning (OAL) is a paradigm that addresses this iss…
cs.SD2022
Self-supervision and Learnable STRFs for Age, Emotion, and Country Prediction
Roshan Sharma, Tyler Vuong, Mark Lindsey +3
This work presents a multitask approach to the simultaneous estimation of age, country of origin, and emotion given vocal burst audio for the 2022 ICML Expressive Vocalizations Cha…