1 citations · 1 across the 5 of their papers we have counts for
7 papers
D-Composer: Language Modeling for Simultaneous Drum Transcription and Sound Event Decomposition
Patrick O'Reilly, Saumya Pailwan, Annie Chu +2
Drum beats are often conceptualized and produced as arrangements of repeated single-drum sound events or one-shots. Drum Analysis-by-Synthesis (AbS) models combine this structural…
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…
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,…
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…
HARP 2.0: Expanding Hosted, Asynchronous, Remote Processing for Deep Learning in the DAW
Christodoulos Benetatos, Frank Cwitkowitz, Nathan Pruyne +4
HARP 2.0 brings deep learning models to digital audio workstation (DAW) software through hosted, asynchronous, remote processing, allowing users to route audio from a plug-in inter…
Code Drift: Towards Idempotent Neural Audio Codecs
Patrick O'Reilly, Prem Seetharaman, Jiaqi Su +2
Neural codecs have demonstrated strong performance in high-fidelity compression of audio signals at low bitrates. The token-based representations produced by these codecs have prov…
Text2FX: Harnessing CLAP Embeddings for Text-Guided Audio Effects
Annie Chu, Patrick O'Reilly, Julia Barnett +1
This work introduces Text2FX, a method that leverages CLAP embeddings and differentiable digital signal processing to control audio effects, such as equalization and reverberation,…