ZN

Zachary Novack

0009-0002-7592-8658

cs.SDcs.AIcs.LGeess.AScs.MMcs.CVcs.CLcs.LOphysics.ao-ph

On Valency

published · living versions

SPDMX: Large-Scale Open Stem Audio From Symbolic Music

with Phillip Long, Eduardo Escoto, Julian McAuley

1 version

W_kmvkkuayv1 · current

Preprints & journals

33 papers in the corpus · 2022–2026

MusPyExpress: Extending MusPy with Enhanced Expression Text Support

Phillip Long, Hao-Wen Dong, Julian McAuley et al.

0 citations

2608.21678v12026arXiv

Dialogue-Aware Video-to-Music Generation Using Public Domain Film Collections

Haven Kim, Zachary Novack, Julian McAuley et al.

0 citations

2608.11576v12026arXiv

Equilibrium Forcing: Adaptive Video Generation Without Noise Conditioning

Hansen Jin Lillemark, Alex Rojas, Zachary Novack et al.

0 citations

2608.14706v22026arXiv

Local Multimodal Music Alignment from Global Supervision

Irmak Bukey, Zachary Novack, Jongmin Jung et al.

0 citations

2607.10023v22026arXiv

Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators

Zachary Novack, Stephen Brade, Haven Kim et al.

0 citations

2605.22717v12026arXiv

Break-the-Beat! Controllable MIDI-to-Drum Audio Synthesis

Shuyang Cui, Zhi Zhong, Qiyu Wu et al.

0 citations

2605.14555v12026arXiv

Parcae: Scaling Laws For Stable Looped Language Models

Hayden Prairie, Zachary Novack, Taylor Berg-Kirkpatrick et al.

0 citations

2604.12946v12026arXiv

Low-Resource Guidance for Controllable Latent Audio Diffusion

Zachary Novack, Zack Zukowski, CJ Carr et al.

0 citations

2603.04366v12026arXiv

Evaluating Music Context Preservation: A Multi-facet Framework for Music Editing Systems

Yash Vishe, Eric Xue, Xunyi Jiang et al.

0 citations

2512.14629v22025arXiv

CSyMR: Benchmarking Compositional Music Information Retrieval in Symbolic Music Reasoning

Boyang Wang, Yash Vishe, Xin Xu et al.

0 citations

2601.11556v22025arXiv

Steering Autoregressive Music Generation with Recursive Feature Machines

Daniel Zhao, Daniel Beaglehole, Taylor Berg-Kirkpatrick et al.

1 citation

2510.19127v22025arXiv

MuseTok: Symbolic Music Tokenization for Generation and Semantic Understanding

Jingyue Huang, Zachary Novack, Phillip Long et al.

0 citations

2510.16273v12025arXiv

Zephyrus: An Agentic Framework for Weather Science

Sumanth Varambally, Marshall Fisher, Jas Thakker et al.

0 citations

2510.04017v22025arXiv

SoundReactor: Frame-level Online Video-to-Audio Generation

Koichi Saito, Julian Tanke, Christian Simon et al.

0 citations

2510.02110v12025arXiv

MusiCRS: Benchmarking Audio-Centric Conversational Recommendation

Rohan Surana, Amit Namburi, Gagan Mundada et al.

0 citations

2509.19469v22025arXiv

WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning

Gagan Mundada, Yash Vishe, Amit Namburi et al.

4 citations

2509.04744v22025arXiv

Bob's Confetti: Phonetic Memorization Attacks in Music and Video Generation

Jaechul Roh, Zachary Novack, Yuefeng Peng et al.

0 citations

2507.17937v42025arXiv

WildFX: A DAW-Powered Pipeline for In-the-Wild Audio FX Graph Modeling

Qihui Yang, Taylor Berg-Kirkpatrick, Julian McAuley et al.

0 citations

2507.10534v22025arXiv

Video-Guided Text-to-Music Generation Using Public Domain Movie Collections

Haven Kim, Zachary Novack, Weihan Xu et al.

0 citations

2506.12573v32025arXiv

Repurposing Marigold for Zero-Shot Metric Depth Estimation via Defocus Blur Cues

Chinmay Talegaonkar, Nikhil Gandudi Suresh, Zachary Novack et al.

3 citations

2505.17358v12025arXiv

Fast Text-to-Audio Generation with Adversarial Post-Training

Zachary Novack, Zach Evans, Zack Zukowski et al.

3 citations

2505.08175v32025arXiv

Are you really listening? Boosting Perceptual Awareness in Music-QA Benchmarks

Yongyi Zang, Sean O'Brien, Taylor Berg-Kirkpatrick et al.

0 citations

2504.00369v22025arXiv

Aligning Text-to-Music Evaluation with Human Preferences

Yichen Huang, Zachary Novack, Koichi Saito et al.

1 citation

2503.16669v12025arXiv

Synthesizing Composite Hierarchical Structure from Symbolic Music Corpora

Ilana Shapiro, Ruanqianqian Huang, Zachary Novack et al.

0 citations

2502.15849v42025arXiv

Presto! Distilling Steps and Layers for Accelerating Music Generation

Zachary Novack, Ge Zhu, Jonah Casebeer et al.

0 citations

2410.05167v22024arXiv

CoLLAP: Contrastive Long-form Language-Audio Pretraining with Musical Temporal Structure Augmentation

Junda Wu, Warren Li, Zachary Novack et al.

2 citations

2410.02271v12024arXiv

PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing

Phillip Long, Zachary Novack, Taylor Berg-Kirkpatrick et al.

9 citations

2409.10831v22024arXiv

Futga: Towards Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation

Junda Wu, Zachary Novack, Amit Namburi et al.

1 citation

2407.20445v12024arXiv

DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation

Zachary Novack, Julian McAuley, Taylor Berg-Kirkpatrick et al.

0 citations

2405.20289v12024arXiv

DITTO: Diffusion Inference-Time T-Optimization for Music Generation

Zachary Novack, Julian McAuley, Taylor Berg-Kirkpatrick et al.

11 citations

2401.12179v22024arXiv

Unsupervised Lead Sheet Generation via Semantic Compression

Zachary Novack, Nikita Srivatsan, Taylor Berg-Kirkpatrick et al.

0 citations

2310.10772v12023arXiv

CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets

Zachary Novack, Julian McAuley, Zachary C. Lipton et al.

32 citations

2302.02551v32023arXiv

Disentangling the Mechanisms Behind Implicit Regularization in SGD

Zachary Novack, Simran Kaur, Tanya Marwah et al.

0 citations

2211.15853v12022arXiv

Career total: 43 works. 33 are in this corpus.

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