Representation-Based Data Quality Audits for Audio

Alvaro Gonzalez-Jimenez, Fabian Gröger, Linda Wermelinger +4

Data quality issues such as off-topic samples, near duplicates, and label errors often limit the performance of audio-based systems. This paper addresses these issues by adapting S…