Picture for Zachary Novack

Zachary Novack

Aligning Text-to-Music Evaluation with Human Preferences

Add code
Mar 20, 2025
Viaarxiv icon

Deriving Representative Structure from Music Corpora

Add code
Feb 21, 2025
Viaarxiv icon

Presto! Distilling Steps and Layers for Accelerating Music Generation

Add code
Oct 07, 2024
Figure 1 for Presto! Distilling Steps and Layers for Accelerating Music Generation
Figure 2 for Presto! Distilling Steps and Layers for Accelerating Music Generation
Figure 3 for Presto! Distilling Steps and Layers for Accelerating Music Generation
Figure 4 for Presto! Distilling Steps and Layers for Accelerating Music Generation
Viaarxiv icon

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

Add code
Oct 03, 2024
Viaarxiv icon

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

Add code
Sep 17, 2024
Figure 1 for PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing
Figure 2 for PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing
Figure 3 for PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing
Figure 4 for PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing
Viaarxiv icon

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

Add code
Jul 29, 2024
Figure 1 for Futga: Towards Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation
Figure 2 for Futga: Towards Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation
Figure 3 for Futga: Towards Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation
Figure 4 for Futga: Towards Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation
Viaarxiv icon

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

Add code
May 30, 2024
Viaarxiv icon

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

Add code
Jan 22, 2024
Viaarxiv icon

Unsupervised Lead Sheet Generation via Semantic Compression

Add code
Oct 16, 2023
Figure 1 for Unsupervised Lead Sheet Generation via Semantic Compression
Figure 2 for Unsupervised Lead Sheet Generation via Semantic Compression
Figure 3 for Unsupervised Lead Sheet Generation via Semantic Compression
Figure 4 for Unsupervised Lead Sheet Generation via Semantic Compression
Viaarxiv icon

CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets

Add code
Feb 07, 2023
Viaarxiv icon