Thanks for helping us out with identifying sounds recorded at the club sanctuaries and other sites. This document should serve as a guide to getting started.
- Winter surveys: you should be able to identify common and uncommon bird species, both by song and call
- Other seasons: you should be able to identify at least one broad group of species sounds: e.g., amphibians, birds, grasshoppers, katydids, bats, etc.
- Be comfortable using computer software that gives visual representations of sounds
- Computer (desktop or laptop recommended) with Windows, MacOS, or Linux
- Headphones (recommended — the files can be quite quiet)
- Good internet connection (for download of audio files for review — they are very large)
Software to Download
Please download and install (free): Audacity v2.3.0 (for MacOS, Windows, or Linux)
If you already have Audacity, please make sure it is v2.3 or higher.
Go to Preferences, and make these adjustments for the best experience:
- Check “Auto-fit track Height” (makes best use of your screen space)
- Set default view mode to “Spectrogram” (important!)
- Set the zoom toggles to: “5ths of Seconds” and “Fit to Width” (this way you can zoom in and out quickly)
This you may want to adjust to personal preferences, there isn’t necessarily a single ideal configuration. But here’s what I’m using:
Min Frequency: 175
Max Frequency: 17000
High boost: 5
(greyscale on/off depending on preference)
Window size: 8192 (greater or lesser depending on monitor quality)
Window type: Gaussian (a=4.5)
Zero padding factor: 1
Make sure “Enable Spectral Selection” is checked. This will allow you to highlight where in the frequency band a specific species is.
You might need to install an MP3 encoder, especially if you’d like to make MP3 clips of something you hear. (If you’re ok to export in WAV or other file format, feel free to skip this.)
You might want to switch the Theme from Light to Dark depending on your personal preferences. Sometimes dark can be easier on the eyes.
Downloading the Recordings
First you’ll need some audio files to download. Normally you’ll visit the URL of the day you’re looking to cover, and download the files in the format that best suits you.
There are many formats, you only need to choose one type. Which type you download is up to your preference, which I go into more detail about below.
For your first “practice” run of files, please use January 8, 2019 recordings from Spooky Hollow Nature Sanctuary, found at this URL: https://archive.org/details/HNCSW120190108 — when you download files, you’ll need to scroll down until you see the following section:
At first you should just download one file to try out, I recommend HNCSW1_20190108_084005 — which is 0840 hours (8:40 a.m.), and is like most files, 40 minutes long. To download just a single file, hover your mouse over the file format (e.g. “FLAC”) and a down arrow will appear. Click it, and then select the specific file for download. (Here’s a quick link to the FLAC file, if that format is ok with you.)
For the balance of quality and file size, the MP3 files are fine, if you have a very high speed connection and prefer to work with the absolute best quality, the FLAC files are “lossless” and thus no quality has been lost in compressing the file from its original format (WAV). If you’re on limited bandwidth, the OGG files are the smallest but may not be the clearest. All of these types will open in Audacity.
Note that the files no matter what format are quite large. You’ll probably want to delete them afterwards to save space. (Feel free to keep any you wish to however!)
Once you’re done a trial run through the files suggested above with the instructions below, please contact me to let me know you’re ready — there’s some survey dates you can choose from at the bottom of this page.
Opening an Audio File in Audacity
Once downloaded, open one of the files from Audacity. If you downloaded the HNCSW1_20190108_084005 file as mentioned earlier, it should have some activity on it, so you shouldn’t have to slug through too much silence before you get to something.
With the exception of the note below, you might be ready to start!
NOTE – For files in formats that are not FLAC or WAV, please take these additional steps:
The file will open with “stereo” channels. While the audio was recorded in mono, the file conversion process on archive.org splits this into two tracks. It is much easier to work with if you eliminate one track first.
On the left side of the track display (should say “HNCSW1_”) click the down arrow and select “Split Stereo Track”. This will split the view into two tracks. Now click the “x” on one of them, so you are left with a single track.
(You’ll have to do this each time unless using FLAC or WAV.)
Browsing the File
Since it would take far to long to listen to the whole files (40 minutes per file, plus time identifying things), you’ll be browsing through the spectrograms.
Hit the Zoom Toggle to scale the view to see only 30-45 seconds at a time.
(Note below that Shift-Z is a keyboard shortcut for this!)
Now scroll through the view, by either clicking or dragging the scroll bar. I’ve found clicking to be better, as scrolling can be dizzying after a time. Click on the far right of the scroll bar to advance a page, on the far left to go back.
If you see something you want to listen to, click on the time bar at the top at the point you’d like to hear. It’ll start playing right away. You can use the space bar to pause when you’d like it to stop (or the stop button).
Using this method you can get through “quiet” parts of the file very quickly. You’ll likely notice a lot of human-caused background noise (especially in urban sanctuaries), but after not long you should be able to identify the different background sounds that you can ignore — planes, trains, cars, etc. Thankfully for the most part they look quite different than birds and mammals in a spectrogram.
Once you see something of note, make a selection of it. Some might be short — a second or two, some may go on for minutes. Start at the leftmost position, dragging the mouse as to make a box around the sound in the spectrogram. If it goes on a long time, you can stop dragging the mouse, click as far right until you reach the end of the segment of sound, then hold Shift when clicking as far right as the sound segment goes. This will select the entire segment from where you started to this point.
Once selected, if you are on Windows or Linux, use Control-B, on Mac, Command-B on the keyboard. This will create a label.
The label will have a cursor, so you can now type in a description of what you hear, then hit Enter.
What to label
- Birds (except livestock)
- Mammals (except pets/livestock)
- Insects (if they are constant throughout the file, use Control-A/Command-A to select all, and make a file-wide label indicating insect species, provide identification if you know, just say “insect sp.” if not)
- Amphibians (if constant, use same procedure as insects)
- Unknown sounds that you believe to be an animal but can’t identify
- Events of interest (thunder, loud crash, potential poaching activity)
What you don’t need to label
- Dogs (except coyotes of course, but if not certain skipping them is fine)
- Other human-caused sounds (planes & trains are very common; sometimes drones even)
- Chickens (roosters) and other livestock
What to say in a label
Throughout recordings there might be anywhere from zero to dozens of labels in a single file. The recommendations below are to help us convert these labels into observations easily both with software and manually after you submit the label files to us.
For birds, please use the following:
- Use banding codes (PDF link) if possible, e.g., “BCCH” for Black-capped Chickadee
- Follow the banding code by a number if you can count how many there are (no notation need if just one) e.g. “NOCA 2”
- For counts, use the smallest number you can estimate, even if likely well below what was actually present
- For unidentified species, use “sp.” notation, such as “finch sp.” or “sparrow sp.”
- For cryptic species (that may sound the same) you can separate candidate species with “or” or a slash, e.g, “BCCH or NOCA”, or “CSWA/YEWA”
- If unsure but you have a guess, you can say “possible” plus the code, or add a question mark, e.g. “BLJA?” or “possible AMCR”
For non-birds, type out the species name, e.g. “gray squirrel”
For unknown sounds, simply use “unkn” as a shorthand.
If there are multiple species in the selection, and they can’t be easily selected separately, you may notate that by separating the species with a comma. E.g., “BRCR, GCKI, NOCA” or “red squirrel, gray squirrel”
To add comments to the identification, you may just append them after the identification, e.g. “BCCH singing”, “AMCR very loud”, “CARW scolding call”.
If a selection you feel is of very good quality, you may append an asterisk to the end of the label. E.g., “BEKI*” or “coyote chorus*”. High quality recording would mean that the sound is loud, clean without too much background noise, or is documenting something very notable that should be publicly shared (e.g. on iNaturalist or eBird). Even if you can’t identify the sound exactly and you think it to be natural, use this notation if it’s very clear.
If a selection you feel is of something notably rare, or that rarely is captured in audio (e.g. some raptor species) you may denote it by appending an exclamation on the end of the label. E.g., “EVGR!”
These are just guidelines however, which will help us automate the process of archiving each label as an observation. If something doesn’t fit into the above, feel free to make up a new convention that works. These guidelines will evolve as the project progresses. Suggestions are always welcomed.
Saving the Label File
Under the menu, go to File -> Export -> Export labels….
Important: when saving the label, save it with the same name as the file it is for. For example, HNCSW1_20181217_004000.wav would have a label file named HNCSW1_20181217_004000.txt.
That’s it! You won’t need to save this file as the label .txt file is the important part. If there were any recordings on this file you’d just like to keep for youself, select the sound (clicking a label will select what it highlighted), and go to File -> Export -> Export Selected Audio….
Sending the Label Files
For now you can send these label files by email. Just attach them — either as they are or compressed in a zip file, it doesn’t matter. If you are just doing the test file that was suggested above, you can email me your first label file to see if you got it right.
Soon there will be an online system to submit the label files to.
How long does it take to do all this?
Every location will differ, depending on weather, season, and luck. A file with nothing of note can be breezed through in a couple minutes once you’ve learned the process. A file with a couple dozen items might be a few more minutes. An entire day worth of files may range from 2-3 hours or more depending on the level of activity, perhaps less if it’s full of rain or just generally an inactive day.
In many case we have certain times of the day or certain days that are higher priority for review than others. This helps us narrow down our focus to ensure we get good coverage. We’re also in the process of creating another “quick” review method for densely-packed audio files, such as birdsong during migration and breeding season.
Contact to get started!
Please email Rob Porter <firstname.lastname@example.org> for to get started on the project. We now have an online system for submitting labels, and for assigning priority files for review.