Alex C. Williams

Seeing Sound: Investigating the Effects of Visualizations and Complexity on Crowdsourced Audio Annotations

Audio annotation is key to developing machine-listening systems; yet, effective ways to accurately and rapidly obtain crowdsourced audio annotations is understudied. In this work, we seek to quantify the reliability/redundancy trade-off in crowdsourced soundscape annotation, investigate how visualizations affect accur…