Drew Jaegle @drew_jaegle
AI, music. Staff research scientist @GoogleDeepMind.🦿 drewjaegle.com London Joined December 2015-
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Just in time for Christmas @Ircam - still waiting on the Ferrari and Parmegiani studios though, when can we expect those please? :-)
✨Excited to announce that Hummingbird, our model for in-context scene understanding, has been accepted as a spotlight at #NeurIPS2023!✨ Work done with fantastic colleagues @GoogleDeepMind: David Steiner, @nikparth1, @relja_work and @olivierhenaff.
Fantastic new stuff from the Human Hearts 🖤♥️💚🤍🤎💙! Was thrilled to contribute some drum programming
Fantastic new stuff from the Human Hearts 🖤♥️💚🤍🤎💙! Was thrilled to contribute some drum programming
SynthID can now watermark AI-created audio. 🎶 Its first deployment will be through Lyria, our most advanced AI music generation model to date. How does it work? 🧵 dpmd.ai/synthid-audio
Grateful to the @GoogleDeepMind creative team for sharing a bit of my story🎙️🎶 youtu.be/prUUiCoe_Dc?si… Honored to spend my days building the future of intelligence (and music!) alongside the amazing crew here, including @catalinacangea, @ysulsky, @ptigwe, Yan Wu, and @snikolov
Honoured and excited to get to share my story of how creativity led me to be a researcher @GoogleDeepMind -- a job that fills me with so much joy and where I get to do what I love to do everyday. youtube.com/watch?v=5enNrm… Shout out to every collaborator I've worked with,...…
We’re sharing a sneak peek at YouTube's 1st set of AI-related music experiments in collaboration with @GoogleDeepMind. Read about music AI tools, Dream Track for Shorts & the participating artists working with us to shape the future of AI in music. (2/2) blog.youtube/inside-youtube…
I am very proud of the #SynthID team for extending our technology to audio. As @GoogleDeepMind, we are committed to launching ML-based products responsibly.
I am very proud of the #SynthID team for extending our technology to audio. As @GoogleDeepMind, we are committed to launching ML-based products responsibly.
Very proud of the team for bringing our music generation model #Lyria to musicians, creators, and fans! The past year of research and experimentation the led to Lyria has been a fascinating one for me. Looking forward to what creators on YouTube come up with #DreamTrackAI 🎷🎙️🪇
Very proud of the team for bringing our music generation model #Lyria to musicians, creators, and fans! The past year of research and experimentation the led to Lyria has been a fascinating one for me. Looking forward to what creators on YouTube come up with #DreamTrackAI 🎷🎙️🪇
Better generative models need more nuanced evaluation. Our latest work at @GoogleDeepMind proposes a new metric based on Empirical Likelihoods that identifies which modes dropped, samples outside of the data distribution, and more. Code here: github.com/deepmind/under… 🧵 1/9
My @DeepMind internship project just got published in TMLR 🎉 Looking for a challenging application for your multimodal agents? We propose a temporal, multimodal decision-making task that's hard for contemporary models. 📄 openreview.net/forum?id=Gbu1b…
@qntm Heroes by David Bowie has the mic start out next to him and they use mics progressively further away as the song goes. Compression keeps the volume the same, but he has to strain harder to be heard throughout the song.
‘Mirage FM’ @futuremusicmag Album of the Month linktr.ee/patttten
DeepMind is dedicated to bringing Safe, Reliable & Trustworthy AI to the real world. Consider applying and joining our amazing team. boards.greenhouse.io/deepmind/jobs/… boards.greenhouse.io/deepmind/jobs/…
In @ScienceMagazine, we present #AlphaCode - the first AI system to write computer programs at a human level in competitions. It placed in the top 54% of participants in coding contests by solving new and complex problems. How does it work? 🧵 dpmd.ai/alphacode-scie…
Continuous diffusion for categorical data abs: arxiv.org/abs/2211.15089
Thrilled to share our new gradient estimator for discrete distributions won #NeurIPS2022 Outstanding Paper Award! Our estimator requires no extra evaluation of the target function, adapts itself online & achieves substantially lower variance/better train objs than SOTA estimators
🔥Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task has been accepted at Foundation Models for Decision Making at NeurIPS 2022! 📄arxiv.org/abs/2211.05039 🙏@catalinacangea @esztervertes @drew_jaegle @s0f1ra @weballergy @DaniCMBelg @DeepMind
Introducing the Perception Test, a new multimodal benchmark using real-world videos to help evaluate the perception capabilities of a model: dpmd.ai/dm-perception-… 1/
Google DeepMind @GoogleDeepMind
943K Followers 275 Following We’re a team of scientists, engineers, ethicists and more, committed to solving intelligence, to advance science and benefit humanity.
Sander Dieleman @sedielem
50K Followers 2K Following Research Scientist at Google DeepMind. I tweet about deep learning (research + software), music, generative models (personal account).
Jim Fan @DrJimFan
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Michael Black @Michael_J_Black
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Max Jaderberg @maxjaderberg
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Tim Rocktäschel @_rockt
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Andreas Kirsch 🇮�.. @BlackHC
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943K Followers 275 Following We’re a team of scientists, engineers, ethicists and more, committed to solving intelligence, to advance science and benefit humanity.
Sander Dieleman @sedielem
50K Followers 2K Following Research Scientist at Google DeepMind. I tweet about deep learning (research + software), music, generative models (personal account).
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David Pfau @pfau
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Andrew Ng @AndrewYNg
1.0M Followers 910 Following Co-Founder of Coursera; Stanford CS adjunct faculty. Former head of Baidu AI Group/Google Brain. #ai #machinelearning, #deeplearning #MOOCs
Max Jaderberg @maxjaderberg
12K Followers 1K Following Advancing AI. Chief AI Scientist @IsomorphicLabs. Prev: research scientist @DeepMind, co-founder Vision Factory (acq. Google 2014), PhD @Oxford_VGG lab.
Tim Rocktäschel @_rockt
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44K Followers 321 Following ML Researcher, co-leading Superalignment @OpenAI. Optimizing for a post-AGI future where humanity flourishes.
Behnam Neyshabur @bneyshabur
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PyTorch @PyTorch
379K Followers 77 Following Tensors and neural networks in Python with strong hardware acceleration. PyTorch is an open source project at the Linux Foundation. #PyTorchFoundation
Kording —-& Lab �.. @KordingLab
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Sara Hooker @sarahookr
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5K Followers 2K Following Llama @AIatMeta Paris & Inria & MVA - Ex: Gemini and BYOL @GoogleDeepMind
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Christian Steinmetz @csteinmetz1
5K Followers 2K Following AI for audio • PhD Student @c4dm MSc @mtg_upf • Previously Intern @Adobe @Meta @Dolby
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Kory Mathewson @korymath
10K Followers 4K Following Understanding intelligent interactions between humans and machines Research @GoogleDeepMind Startup Advising @creativedlab Improv @theatresports @improbotics
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8K Followers 3K Following @openai audio team: voice mode, jukebox & musenet
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vids that go hard @vidsthatgohard
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One of the greatest minds of our times has died. This is a huge blow to the fields of philosophy, morality, consciousness and intelligence. I adored his teachings even though sometimes it took me years to get them. His ideas will live on. @danieldennett
Back in 2015, @drew_jaegle, Javier Romero and I tried regressing 3D human pose and shape from images and it didn't work well so we never published it. At the time, I thought CNNs couldn't regress rotations. Then in 2018 @akanazawa proposed #HMR, which iteratively regresses #SMPL…
Learning with 3D rotations, a hitchhiker's guide to SO(3) A. René Geist, Jonas Frey, Mikel Zobro, Anna Levina, Georg Martius tl;dr: how to select suitable SO(3) for nn regression? SO(N)->Lipschitz continuity of the function->representation space arxiv.org/pdf/2404.11735…
Mens sana in corpore sano! Back in the game, after 7 years, I finished my 6th half-marathon. I am so grateful today, in particular, to my wife for urging me to do it.
Longer context is a game changer, now we're going to see the real power of in-context (meta-) learning!
If you want a hint about the future of AI, it is worth trying Gemini 1.5 with the 1M token context window, now available to everyone, apparently. Some of my experiments: giving it a video and having it figure out a recipe, execute instructions, watching my screen, summarize work
Woke up to see this in @sytaylor’s newsletter re @finsterai! Thanks Simon! Still early doors for us but am super excited about what Finster’s Agents can do for finance/capital markets. Let people focus on the important bits & let AI do goal directed research/analysis/comps etc
Making one sample feel like a playable instrument with @Ableton Live 12! MIDI Resampling is about to be the new wave 🌊
Real innovation happens slowly, and then all at once. Easy to move very fast after decades of slow, meticulous work. We stand on the shoulders of giants etc.
Sam Altman: "I have yet to meet a slow-moving person who is very successful."
The best Destroyer songs are the ones filled with inscrutable verses of verbose ramblings followed by an outro of ecstatic, wordless “la la la”s. There are, fortunately, a lot of these.
Tokenization really matters for number representation! E.g. tokenizing numbers right-to-left (instead of left-to-right) improves GPT-4 arithmetic performance from 84% to 99%!! Awesome important work by @Aaditya6284 @djstrouse
Ever wondered how your LLM splits numbers into tokens? and how that might affect performance? Check out this cool project I did with @djstrouse: Tokenization counts: the impact of tokenization on arithmetic in frontier LLMs. Read on 🔎⏬
I love music most when it’s live, in the moment, and expressing something personal. This is why I’m psyched about the new “DJ mode” we developed for MusicFX: aitestkitchen.withgoogle.com/tools/music-fx… It’s an infinite AI jam that you control 🎛️. Try mixing your unique 🌀 of instruments, genres,…
This was such a fun and rewarding project to work on. Amazing job by the team! The most exciting thing for me is that we were able to achieve this without using a single doggone action label, which believe me, was not easy!
I am really excited to reveal what @GoogleDeepMind's Open Endedness Team has been up to 🚀. We introduce Genie 🧞, a foundation world model trained exclusively from Internet videos that can generate an endless variety of action-controllable 2D worlds given image prompts.
I'm incredibly excited to announce our new company, @datologyai! Training models is hard and identifying the right data is the most important and difficult part -- our goal @datologyai to make optimizing training data at scale easy and automatic across modalities.…
I ❤️ Scaling — both models and data.
To show what’s possible with the drastically huge context window in Gemini 1.5 Pro, we prompted it with the three.js examples code - over 100,000 lines of code/800k+ tokens! (That’s not even the max, it can handle millions of tokens 😀) Gemini was able to process all the code…
I am happy to announce that I will be joining the UK AI Safety Institute (AISI) soon as a Research Director. Over 2023 I have been very impressed with the progress made by the UK via the AI Safety Institute and AI Safety Summit, and I am excited to join the team!
1/ The AI Safety Institute has been in operation for almost eight months and I'm excited to announce some huge new hires. We have begun pre-deployment testing for potentially harmful capabilities on advanced AI systems. This is our third progress report: gov.uk/government/pub…
In London for a week! Weather is surprisingly similar to the Bay Area right now (or even better 😯). Let me know if you want to grab coffee or dinner!
🚨 Burial - Dreamfear / Boy Sent From Above out now digitally worldwide. The 12” vinyl and limited edition XL x Burial merch are available for pre-order now and will be released 9th February. burial.x-l.co/dreamfear
Big news - @YouTube Music and Premium has crossed 100M subscribers! Read more: blog.youtube/news-and-event…
Process of making a clay representation, can you guess who it is? 📹 Art_Clay2.0
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