3 papers
cs.CY2025
Ethics Statements in AI Music Papers: The Effective and the Ineffective
Julia Barnett, Patrick O'Reilly, Jason Brent Smith +2
While research in AI methods for music generation and analysis has grown in scope and impact, AI researchers' engagement with the ethical consequences of this work has not kept pac…
cs.SD2025
The Rhythm In Anything: Audio-Prompted Drums Generation with Masked Language Modeling
Patrick O'Reilly, Julia Barnett, Hugo Flores García +4
Musicians and nonmusicians alike use rhythmic sound gestures, such as tapping and beatboxing, to express drum patterns. While these gestures effectively communicate musical ideas,…
cs.SD2025
Deep Audio Watermarks are Shallow: Limitations of Post-Hoc Watermarking Techniques for Speech
Patrick O'Reilly, Zeyu Jin, Jiaqi Su +1
In the audio modality, state-of-the-art watermarking methods leverage deep neural networks to allow the embedding of human-imperceptible signatures in generated audio. The ideal is…