DeepSqueak

The Official Account for DeepSqueak. We Leverage Machine Vision for Ultrasonic Vocalization Research.

[Kevin Coffey @MrCoffey_PhD]

Great article on animal communication efforts out today in the @nytimes with a shoutout to @DeepSqueak_USV

[DeepSqueak @DeepSqueak_USV]

Want to conveniently explore USV data generated in @DeepSqueak_USV? Check out SqueakR: a free, open-source experiment superstructure created by @SimonOgundare

SqueakR also has an #rshiny dashboard to create visualizations without any code!

https://t.co/t8igjkoYcZ

[Ocean Science Analytics @oceansanalytics]

Elizabeth Ferguson chats with @NPR regarding our use of DeepSqueak, a tool originally developed to detect rat vocalizations, for detection of marine mammal calls.
#oceanscience #deeplearning #passiveacoustics

https://t.co/2tY0CVmxvq

[Patrick Monari, PhD @PatrickKMonari]

Been training a @DeepSqueak_USV detector with Pcal USVs and finally starting to get some unsupervised classification results. So cool! @Marler_and_Lab

[Stephen Mahler @svmahler]

Happy to announce a long-awaited exhibit from @ian__ingram, an LA-based artist who builds robots that interact with animals. He turned his attention to rats for this show @UCIrvine, much to my delight. Come by the opening this weekend if you're in SoCal!
https://t.co/779fYxXYML

[DeepSqueak @DeepSqueak_USV]

Detailed instructions for using DeepSqueak v3 can be found in the Github Wiki:
https://t.co/0QibR9XEQw
General questions and discussion are happening on Gitter:
https://t.co/yy2GXjacPZ

[DeepSqueak @DeepSqueak_USV]

Introducing DeepSqueak v3!

This is no minor update; this is a complete redesign based on 2 years of feedback from the USV community.

Explore the improvements and new features below.

Big thanks to Russell Marx, Robert Ciszek, & Lara Valderrabano!

https://t.co/pnkFkkOHRe

[DeepSqueak @DeepSqueak_USV]

We have improved contour-based clustering and added NEW contour-invariant clustering with Variational Auto Encoders. VAEs help cluster calls with complex shape. Review your clusters with a streamlined Clustering GUI!

[Iain Couzin @icouzin]

For all your tracking needs! TRex https://t.co/7KG1TZWUhX provides markerless identification of up to 100 animals (flies, fish, locusts, termites, mice, whatever): platform independent (including native M1), very fast, and has a rich user interface. Amazing work @po7ooo!

[DeepSqueak @DeepSqueak_USV]

DeepSqueak V3 is coming soon, check out the test build!

https://t.co/v9bkbrRJUY

𝗩𝟯 𝗠𝗮𝗷𝗼𝗿 𝗨𝗽𝗴𝗿𝗮𝗱𝗲𝘀!

-Brand New YOLO V2 Networks
-Load & Navigate Entire Audio Files
-Hand Box Calls and Train a New Species Detector
-VAE Clustering

[Kevin Coffey @MrCoffey_PhD]

Presenting USV Lightning! I think these long 22s are so loud they are breaking the microphones 😅

[Kevin Coffey @MrCoffey_PhD]

Test out the new version of @DeepSqueak_USV!

https://t.co/dobwDe2Ps9

Navigate entire audio files, add new boxes, and create new training sets from scratch. Plus more to come 😉🐬

This is very much in beta, so discuss issues with the community on https://t.co/OdE1SUrBW9