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Zachary Novack

@zacknovack.bsky.social
299 followers 97 following 4 posts

Efficient+Controllable Audio Generation @ UCSD | Interning Stability AI, Adobe | Teaching drums @ POW Percussion

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Reposted by Zachary Novack
IEEE WASPAA 2025 @waspaa.com · 19/04/2025
We've heard you! Time after ICASSP is feeling tight for many, and thanks to a very strong reviewer pool, we can reduce the review load and shorten the review period. We are thus happy to announce a 1 week extension🤗 New #WASPAA2025 deadlines: April 30: First submission May 7: Final submission
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Zachary Novack @zacknovack.bsky.social · 14/01/2025
Titans for Titans when @urinieto.bsky.social 🤣
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Zachary Novack @zacknovack.bsky.social · 20/12/2024
Hyped that 3/3 papers w/the folks @ucsd-musaic.bsky.social are accepted at #ICASSP2025! PDMX: Public Domain Symbolic Music arxiv.org/abs/2409.10831 CoLLAP: Long-Context CLAP (~5 min) arxiv.org/abs/2410.02271 FUTGA-MIR: long music understanding for MIR tasks (arxiv soon) Next stop, India!🇮🇳
arxiv.org
PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing
The recent explosion of generative AI-Music systems has raised numerous concerns over data copyright, licensing music from musicians, and the conflict between open-source AI and large prestige compani...
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Reposted by Zachary Novack
hugofloresgarcía @hugofloresgarcia.bsky.social · 12/12/2024
new paper! 🗣️Sketch2Sound💥 Sketch2Sound can create sounds from sonic imitations (i.e., a vocal imitation or a reference sound) via interpretable, time-varying control signals. paper: arxiv.org/abs/2412.08550 web: hugofloresgarcia.art/sketch2sound
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Reposted by Zachary Novack
ruiqigao.bsky.social @ruiqigao.bsky.social · 02/12/2024
Blog post link: diffusionflow.github.io/ Despite seeming similar, there is some confusion in the community about the exact connection between the two frameworks. We aim to clear up the confusion by showing how to convert one framework to another, for both training and sampling.
diffusionflow.github.io
Diffusion Meets Flow Matching
Flow matching and diffusion models are two popular frameworks in generative modeling. Despite seeming similar, there is some confusion in the community about their exact connection. In this post, we a...
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Reposted by Zachary Novack
UCSD-MUSAIC @ucsd-musaic.bsky.social · 28/11/2024
We just created a Bluesky starter pack featuring people and groups working at the intersection of AI and music, covering both symbolic and audio approaches. Let us know if you'd like to be added or removed! go.bsky.app/PBvFCxa
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Zachary Novack @zacknovack.bsky.social · 20/11/2024
this is sick! would love to be added, as a controllable + accelerated diffusion fan (mostly for audio/music) 🎸
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Zachary Novack @zacknovack.bsky.social · 20/11/2024
This is awesome! Could I be added?
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