Harmonic Clarity: Audio Source Separation Techniques on Classical Music
Keywords: Music Source Separation, Audio Quality Assessment
Abstract: Hearing loss affects music perception, often causing quiet passages to become inaudible, instruments to be unidentifiable, lyrics difficult to hear, and pitch to distort. Current hearing aids struggle with complex compositions, especially classical music. This challenge is theoretically and practically important, advancing the performance of Music Source Separation (MSS) on classical music’s compositional complexity, while promoting emotional well-being and social inclusion for the hearing-impaired.
Separating instruments is crucial for effectively rebalancing a music piece. Rebalancing then allows for the creation of personalized remixes, enhancing the listening experience. Our approach involves developing an end-to-end pipeline that separates, rebalances, and remixes classical music, designed to benefit hearing aid users in both live and recorded settings. This system aims to broaden accessibility, creating a tailored auditory experience for users with hearing loss.
Submission Number: 32
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