2026
CROSS-CULTURAL BIAS IN MEL-SCALE REPRESENTATIONS: EVIDENCE AND ALTERNATIVES FROM SPEECH AND MUSIC
ICASSP 2026poster
Modern audio systems universally employ mel-scale representations derived from 1940s Western psychoacoustic studies, potentially encoding cultural biases that create systematic performance disparities. We present a comprehensive evaluation of cross-cultural bias in audio front-ends, comparing mel-sc…