This data set has already largely been investigated, but Google’s researchers wanted to see if an AI agent could do the painstaking and time-consuming work of doing a first pass on it and marking periods of interesting sound with a species name — in this case humpbacks, but it could just as easily be a different whale or something else altogether. Take me out to the ocean Take me out to the sea There goes a starfish and sand dollar, I’m having such fun, I’ve just got to holler Oh, it’s swim, swim, swim underwater Catch a ride on a whale, don’t fear, For the sea animals are our friends, Let’s give a great big cheer!! Using their machine learning techniques for conservation was attractive enough of an idea that Google jumped on board and a plan was made to teach a computer how to identify humpback whale songs. You put your right fin in (right bent elbow), That’s what it’s all about. And you shake it all about Google has many special features to help you find exactly what you're looking for. And that’s how we’ve done it for quite a while, though computers have helped lighten the load. Visualization of how the unsupervised model classified various sounds. It so happens that they’re also well studied by machine learning and computer vision researchers, who have developed various means of analyzing them efficiently. But naturally these movements can be rather difficult to track. The machine learning model was provided with examples of humpback whale calls and learned how to identify them with reasonable accuracy in a set of sample data. Song Maker, an experiment in Chrome Music Lab, is a simple way for anyone to make and share a song. That’s not a small amount of error, of course, but if you trust the machine a bit you stand to save quite a bit of time — or your lab assistant’s time, anyway. The final effort divided the years of data into 75-second clips, and the model was able to determine, with 90 percent accuracy, whether a clip contained a “humpback unit,” or relevant whale sound. Song Maker, an experiment in Chrome Music Lab, is a simple way for anyone to make and share a song. Search the world's information, including webpages, images, videos and more. Welcome to the overview page for Pattern Radio: Whale Songs, a site that lets you explore thousands of hours of whale songs using AI. Fortunately, whales call to each other and sing in individually identifiable ways, and these songs can travel great distances underwater. I saw a video from Sea World years ago, and I have no idea if it’s still available anywhere, but my favorite song was “The Shamu Shimmy” sung to the tune of “The Hokey Pokey.” Instead of YOUR body parts, you use the WHALE’S body parts.
Hello! All content appearing on this Website is the property of: As a user, you are authorized only to view, copy, print, and distribute documents on this Web site so long as (1) the document is used for informational purposes only, and (2) any copy of the document (or portion thereof) includes the following copyright notice: Post was not sent - check your email addresses! Google’s team, in partnership with NOAA, decided this was a good match for the talents of machine learning systems. Song Maker, an experiment in Chrome Music Lab, is a simple way for anyone to make and share a song. And you turn yourself around A second effort relied on what’s called unsupervised learning, where the system sort of set its own rules about what constituted similarity between whale sounds and non-whale sounds, creating a plot that researchers could sort through and find relevant groups.
That is why, researchers at Google, deployed supervised machine learning models to optimize images for detecting the whales. These AI (we employ the term loosely here) models are great at skimming through tons of noisy data for particular patterns, which is why they’re applied to voluminous data like that from radio telescopes and CCTV cameras. It’s a new kind of tool that visualizes audio at a vast scale and uses AI … So with a worldwide network of listening devices planted on the ocean floor, you can track whale movements — if you want to listen to years of background noise and pick out the calls manually, that is. Click to email this to a friend (Opens in new window), Click to share on Facebook (Opens in new window), Click to share on Pinterest (Opens in new window), Click to share on Twitter (Opens in new window), Click to share on LinkedIn (Opens in new window), Click to share on Reddit (Opens in new window), Click to share on Tumblr (Opens in new window), Five Hundred Free Fall Activities For Preschoolers, Biters: Why They Do It and What To Do About It, Free Printable Behavior Charts for Home and School, Perpetual Preschool Lesson Plans and Online Workshops.
Google and a group of game cetologists have undertaken an AI-based investigation of years of undersea recordings, hoping to create a machine learning model that can spot humpback whale … The blue ones represent humpback calls.
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