Was thinking if other players can hear the bird sound you hear, or the sound only plays to you? Because I was in the village near the forest and was constantly hearing the bird sound. Kinda made me paranoid

The live stream demo processes a live audio stream from a microphone outside the Cornell Lab of Ornithology, located in the Sapsucker Woods sanctuary in Ithaca, New York. This demo features an artificial neural network trained on the 180 most common species of the Sapsucker Woods area. Our system splits the audio stream into segments, converts those segments into spectrograms (visual representations of the audio signal) and passes the spectrograms through a convolutional neural network, all in near-real-time. The web page accumulates the species probabilities of the last five seconds into one prediction. If the probability for one species reaches 15% or higher, you can see a marker indicating an estimated position of the corresponding sound in the scrolling spectrogram of the live stream. This demo is intended for large screens.


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Reliable identification of bird species in recorded audio files would be a transformative tool for researchers, conservation biologists, and birders. This demo provides a web interface for the upload and analysis of audio recordings. Based on an artificial neural network featuring almost 1,000 of the most common species of North America and Europe, this demo shows the most probable species for every second of the recording. Please note: We need to transfer the audio recordings to our servers in order to process the files. This demo is intended for large screens.

This app lets you record a file using the internal microphone of your Android or iOS device and an artificial neural network will tell you the most probable bird species present in your recording. We use the native sound recording feature of smartphones and tablets as well as the GPS-service to make predictions based on location and date. Give it a try! Please note: We need to transfer the audio recordings to our servers in order to process the files. Recording quality may vary depending on your device. External microphones will probably increase the recording quality.

Dedicated to advancing the understanding and protection of the natural world, the Cornell Lab joins with people from all walks of life to make new scientific discoveries, share insights, and galvanize conservation action. Our Johnson Center for Birds and Biodiversity in Ithaca, New York, is a global center for the study and protection of birds and biodiversity, and the hub for millions of citizen-science observations pouring in from around the world.

Based at the Cornell Lab of Ornithology, the K. Lisa Yang Center for Conservation Bioacoustics collects and interprets sounds in nature by developing and applying innovative conservation technologies across multiple ecological scales to inspire and inform conservation of wildlife and habitats. Our highly interdisciplinary team works with collaborators on terrestrial, aquatic, and marine bioacoustic research projects tackling conservation issues worldwide.

I am a research analyst within the K. Lisa Yang Center for Conservation Bioacoustics at the Cornell Lab of Ornithology and the community manager of the BirdNET app. I am actively involved in environmental conservation through scientific inquiries and public engagement. Understanding the relationship between natural sounds and the effects of anthropogenic factors on the communication space of animals is my passion.


My primary interest as a postdoc within the K. Lisa Yang Center for Conservation Bioacoustics at the Cornell Lab of Ornithology is understanding how wildlife populations and ecological communities respond to environmental change, and thus contributing to their conservation. I use audio data collected during large-scale monitoring projects to study North American bird communities.


After a major behind-the-scenes makeover XC now embraces the diversity of Grasshopper and Cricket sounds. Welcome Orthoptera from anywhere in the world! Some 30,000 species. The folks at Naturalis, in particular Ruud Altenburg, Marijn Prins, Judith Slaa, Karim Khanipour and Daphne Duin, have helped us enormously to get it all done. Without financial help of NLBIF and the Orthopterists' Society we wouldn't even have started. To kick off this new XC episode, Baudewijn Od has shared some 1500 recordings from his personal collections. Many ultrasound recordings as well! Baudewijn was very much at the start of this, together with Roy Kleukers. Thanks guys!!

xeno-canto is a website dedicated to sharing wildlife sounds from all over the world. Whether you are a research scientist, a birder, or simply curious about a sound that you heard out your kitchen window, we invite you to listen, download, and explore the wildlife sound recordings in the collection.

.... some major Grasshopper uploads will be appearing starting today. Thousands of recordings from all over Europe! We'll tell you more about it later. Do check them out! If it is overwhelming, and you want to keep track of just the bird sound uploads, or bat sound uploads, please use the group chooser at the top right of the page :-)

This pioneering sound-identification technology is integrated into the existing Merlin Bird ID app, meaning Merlin now offers four ways to identify a bird: by a sound, by a photo, by answering five questions about a bird you saw, or by exploring a list of the birds expected where you are.

To train Merlin to identify bird sounds, the team assembled around 500 recordings for each species. Working on computers, volunteers trimmed and classified each recording by hand before it was fed into a machine-learning model that learned each song and its variations. The app also uses eBird observations to know which birds are most likely to be found at a particular place and time.

Merlin project leader Jessie Barry says that Merlin sound ID marks a great leap forward in the ability for people to connect with and understand the sounds of the natural world around them. Macaulay Library web designer Matt Schloss, who describes himself as an advanced beginner and beta-tested the app, agrees.

Use our quick, clickable guide for identifying backyard birds by the sounds they make! Choose any of these popular different bird species to hear its typical bird sounds and bird calls, from vocalizations of parrots to the chirping of songbirds. As you're gardening in your backyard, relaxing outdoors or wandering in the woods, you might be able to use our guide to identify a few distinctive bird calls or bird noises. Identification of song bird sounds has a rich history; in the past, it was fairly complicated and frequently required mnemonics. For instance, the blue jay is recognized for singing this bird sound, "queedle, queedle, queedle," and the mourning dove bird sound can be written as "hooo-ah hoo-hoo-hoo." The northern flicker sounds like "squeechu-squeechu-squeechu," which might be easy to confuse with "queedle" unless you've heard these wild bird sounds yourself! It's also helpful to consider where you are when you're trying to identify birds chirping sound; check out the maps to see different bird species or if a particular bird is actually found in your area.

Today, identification is easier when you can listen to sounds of birds singing in short sound clips. Click a bird type to hear birds tweeting their "language." Note that some of these birds have different birds sounds based on the situation, too. For instance, many songbirds have "alarm" bird noises along with its normal tittering that can sound a little different. Tweets can also have a different tune than full bird calls. But this list of 50 sounds of birds should certainly be able to get you started!

There are plenty more migratory bird sounds to discover, too. If you really want to become a pro at bird calls identification, you'll want to learn more about the pitch, rhythm, and repetition of birdsong so you can identify birds by sound!

I have an iphone 8. Two weeks ago I used the web to look up a bird call in order to ID a bird that was singing nearby. Ever since then, the phone will randomly start playing this bird call sound file. It plays on a loop until I shut off and restart the phone.

The end results will be used to identify bird sounds collected as part of the LIFEPLAN research programme, which aims to explain global biodiversity and its driving factors. And also produced identification models will also be made openly available for everyone.

In the first phase of BSG, we previously asked users to create and validate sound templates of the world's bird species. The global data collected in that first phase of BSG is now put to good use, in training a global base model for bird sound recognition. In the new phase of the project, we still need to annotate local soundscapes. This added resource will be used for adapting the base model to a specific location. Our pilot work has showed these annotated local soundscapes to be extremely important role for fine-tuning location-specific models, and thereby identify the local bird species with much higher accuracy. Even 50 confirmed vocalisations per species can substantially improve the model performance for a given location.

Really cool platform! Will definitely add it to our next update of the Conservation Tech Directory. Curious, could there be cross-platform integration with something like Xeno-Canto or Macaulay Library for example? Just thinking of other existing crowd-sourced/citizen science platforms for bird calls, integration with which might facilitate even quicker detections and better models! 2351a5e196

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