Zachary Novack

1. DITTO: Diffusion Inference-Time T-Optimization for Music Generation
   2024/01/22 by Zachary Novack, Julian McAuley, Novack, Zachary +5 · 14 citations
   Computer Science · Neuroscience · #Music and Audio Processing #Music Technology and Sound Studies #Neuroscience and Music Perception
2. CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets
   2023/02/06 by Zachary Novack, Julian McAuley, Novack, Zachary +5 · 9 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
3. PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing
   2024/09/17 by P. E. Long, Phillip Long, Zachary Novack +2 · 1 voice · 5 citations
   Computer Science · Neuroscience · #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #cs.AI #cs.LG #cs.MM #cs.SD #eess.AS
4. Are you really listening? Boosting Perceptual Awareness in Music-QA Benchmarks
   2025/04/01 by Yongyi Zang, Sean O’Brien, Zang, Yongyi +7 · 12 citations
   Computer Science · Social Sciences · #Music and Audio Processing #Topic Modeling #Computational and Text Analysis Methods
5. DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation
   2024/05/30 by Zachary Novack, Julian McAuley, Novack, Zachary +5 · 5 citations
   Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD)
6. Aligning Text-to-Music Evaluation with Human Preferences
   2025/03/20 by Yichen Huang, Huang, Yichen, Zachary Novack +13 · 7 citations
   Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech and Audio Processing
7. Benchmarking Language Modeling for Lossless Compression of Full-Fidelity Audio
   2026/03/09 by Phillip Long, Zachary Novack, Chris Donahue · 1 voice
   Computer Science · Engineering · #cs.SD #cs.AI #cs.LG #eess.AS
8. Futga: Towards Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation
   2024/07/29 by Junda Wu, Zachary Novack, Wu, Junda +13 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
9. Local Multimodal Music Alignment from Global Supervision
   2026/07/10 by Irmak Bukey, Zachary Novack, Jongmin Jung +2
   #cs.SD #cs.LG #cs.MM