4 papers
Separate This, and All of these Things Around It: Music Source Separation via Hyperellipsoidal Queries
Karn N. Watcharasupat, Alexander Lerch
Music source separation is an audio-to-audio retrieval task of extracting one or more constituent components, or composites thereof, from a musical audio mixture. Each of these con…
Facing the Music: Tackling Singing Voice Separation in Cinematic Audio Source Separation
Karn N. Watcharasupat, Chih-Wei Wu, Iroro Orife
Cinematic audio source separation (CASS), as a standalone problem of extracting individual stems from their mixture, is a fairly new subtask of audio source separation. A typical s…
Remastering Divide and Remaster: A Cinematic Audio Source Separation Dataset with Multilingual Support
Karn N. Watcharasupat, Chih-Wei Wu, Iroro Orife
Cinematic audio source separation (CASS), as a problem of extracting the dialogue, music, and effects stems from their mixture, is a relatively new subtask of audio source separati…
Automating Urban Soundscape Enhancements with AI: In-situ Assessment of Quality and Restorativeness in Traffic-Exposed Residential Areas
Bhan Lam, Zhen-Ting Ong, Kenneth Ooi +10
Formalized in ISO 12913, the "soundscape" approach is a paradigmatic shift towards perception-based urban sound management, aiming to alleviate the substantial socioeconomic costs…