Kymatio (@KymatioWavelets) profile picture

Open-source Python library for wavelet scattering transforms.

École normale supérieure, Pari
Joined November 2018
Photo by Kymatio (@KymatioWavelets)Photo by Kymatio (@KymatioWavelets)Photo by Kymatio (@KymatioWavelets)Photo by Kymatio (@KymatioWavelets)Photo by Kymatio (@KymatioWavelets)Photo by Kymatio (@KymatioWavelets)Photo by Kymatio (@KymatioWavelets)Photo by Kymatio (@KymatioWavelets)Photo by Kymatio (@KymatioWavelets)Photo by Kymatio (@KymatioWavelets)
Kymatio retweeted
D-day for Edouard Oyallon who is defending his HDR entitled "Contributions to Local, Asynchronous and Decentralized Learning, and to Geometric Deep Learning"
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The Music Cognition Group is excited to welcome Dr. @lostanlen for a captivating talk on music signal processing next week @UvA_Amsterdam. Really glad our connection from Timbre 2023 has evolved into collaboration! Check out the poster for more details! #musicscience
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#ISMIR2023 final credits Gotta hand it to @cyrusasfa and @frozenmango for turning ten years of research on time–frequency scattering into a series of Colab notebooks that anyone can use. Thanks to all the attendees. I was very pleased with the turnout, up until 6pm!
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If you're attending ISMIR and curious about wavelet transforms applied to audio, come check out our tutorial on Sunday afternoon! 🌊🌊🌊
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"Mesostructures: Beyond Spectrogram Loss in Differentiable Time–Frequency Analysis" is out! with @cyrusasfa, Han Han, @Tsingmoon, Mathieu Lagrange, and Gÿorgy Fazekas made with @KymatioWavelets
The JAES special issue has been published! I'm honored by working with great DAFx researchers as a guest editor. Special Issue on New Trends in Audio Effects II aes.org/journal/online/JAES_…
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PhD for hire! "Theory and implementation of multi-resolution neural networks" with applications to #audio #AI at @LaboLS2N (Nantes🦀) in partnership with @ari_oeaw (Vienna 🎻) duration: 3 years funding: @AgenceRecherche start date: negotiable audio.ls2n.fr/2023/07/11/phd…
I am hiring PhD students at @LaboLS2N 🦀 and @Ircam 🪗 on 🦀 resource-efficient deep learning in the raw waveform 🪗 birdsong synthesis with DDSP 🦀 sustainable design of autonomous bioacoustic sensors 🪗 generative models for auditory well-being Please share! #audio #AI
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At #ISMIR2023? Join our tutorial "Deep Learning meets Wavelet Theory for Music Signal Processing" by @cyrusasfa, @lostanlen, and Ch. Micheltree ismir2023.ismir.net/tutorial… On Sunday, Nov. 5, afternoon 🌊
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Two papers from @LaboLS2N at @CentraleNantes presented today at two different events! Eco-acoustics with Scattering1D and k-determinantal point processes 🐦🦗🦜 gretsi.fr/data/colloque/pdf/… Differentiable time-frequency scattering on GPU 🎤🎛️🔊 cyrusvahidi.github.io/jtfs-g…
Today in @KymatioWavelets news * Mohamed Outidrarine and Pierre Baudet present k-determinantal point processes for eco-acoustic exploration at #gretsi22 (Nancy, FR) * Han Han, @cyrus_vahidi, and @Tsingmoon get best paper award for differentiable JTFS at #dafx22 (Vienna, AT)
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Kymatio 0.3.0 "Edre" has been released! New features include a brand new Jax backend, customizable Q₂ in 1D, customizable averaging, refactoring of the 1D filter generation, improved examples, bugfixes, and much more! Check out the update at kymat.io!
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Thanks to all our contributors! @meickenberg @lostanlen @cyrus_vahidi @Tsingmoon @ScatteringSepoy @PhilipWarrick and many more not on Twitter
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Joint Time Frequency Scattering is just around the corner 👀 xitter.gq/cyrus_vahidi/status/15…
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I am looking for a PhD student in MIR! 🎓 to work on self-supervised learning in multitrack music You will be employed by @Deezer Research co-advised by R. Hennequin + me based in Paris 🪗 and visiting my lab in Nantes 🦀 Start: Dec. 2022☃️ or later deezerjobs.com/fr/postes/pos…
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I'm excited to share a paper on parametric scattering networks, accepted as an oral spotlight to #CVPR2022! Work led by Shanel Gauthier & @benjamintherien w/ Laurent @ScatteringSepoy @irinarish @ebelilov @meickenberg & the @mrguywolf Paper @CVPR 👉🏾 openaccess.thecvf.com/conten… 1/N
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Kymatio is lookin for a machine with GPU to run benchmarks on! If you have a lead on this request (or alternative considerations) please DM us or email the following email address; muawiz DOT chaudhary AT mila DOT quebec (Retweeting also helps!) 1/4
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Benchmarks are then vital to know the runtime of our implementations, or how much our changes and cool new abstractions impact speed (if any). Benchmarks could help to prioritize certain changes, identify possible slowdown, or give maintainers peace of mind. 3/4
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The hope is that this machine would run only our benchmarks when scheduled and that hardware changes would be few to zero over large scales of time. Having access to this would accelerate Kymatio development, which would accelerate research in signal processing. 4/4
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