ODAQ: Open Dataset of Audio Quality

2 code implementations • 30 Dec 2023 • Matteo Torcoli, Chih-Wei Wu, Sascha Dick, Phillip A. Williams, Mhd Modar Halimeh, William Wolcott, Emanuel A. P. Habets

Research into the prediction and analysis of perceived audio quality is hampered by the scarcity of openly available datasets of audio signals accompanied by corresponding subjective quality scores.

A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation

1 code implementation • 5 Sep 2023 • Karn N. Watcharasupat, Chih-Wei Wu, Yiwei Ding, Iroro Orife, Aaron J. Hipple, Phillip A. Williams, Scott Kramer, Alexander Lerch, William Wolcott

Cinematic audio source separation is a relatively new subtask of audio source separation, with the aim of extracting the dialogue, music, and effects stems from their mixture.

Audio Source Separation