Publications
At SoundPatrol, research isn't hidden behind walls, it's shared, challenged, and built upon. Our Publications page brings together the thinking that drives our technology forward: articles, technical papers, talks, and public conversations exploring generative media, neural fingerprinting, AI provenance, and the evolving architecture of digital rights.
From blog essays to conference stages and TED talks, this is where we contribute to the broader dialogue shaping the future of entertainment and intelligent systems. We believe innovation strengthens when knowledge circulates, so we publish not only to lead the field, but to invite others into it.
BLOGS
ARTICLES
- ATGNN: Audio Tagging Graph Neural NetworkShubhr Singh et al.2024READ NOW
- ST-ITO: Controlling Audio Effects for Style TransferShubhr Singh et al.2024READ NOW
- LHGNN: Local-Higher Order Graph Neural NetworksShubhr Singh et al.2025READ NOW
- High Resolution Guitar Transcription via Domain AdaptationXavier Riley et al.2024READ NOW
- Esoteric Language ModelsJohn Thickstun et al.2025READ NOW
- GraFPrint: A GNN-Based Approach for Audio IdentificationShubhr Singh et al.2024READ NOW
- LHGNN: Local-Higher Order Graph Neural NetworksShubhr Singh et al.2025READ NOW
- GraFPrint: A GNN-Based Approach for Audio IdentificationShubhr Singh et al.2025READ NOW
- MIDI-to-Tab: Guitar Tablature Inference via Masked Language ModelingXavier Riley et al.2024READ NOW
- Aligning Text-to-Music Evaluation with Human PreferencesYichen Huang et al.2025READ NOW