Hello everyone! I am looking for cat owners keen to help out with a research project, I am studying cats to see whether we can estimate their age just by their voices. 🗣️🐈 For this, I need data. Lots of it.
It’s quick and simple - please help me by recording your furry friend’s meows according to the specific instructions in the image below.* 📝🎤 Any contribution is invaluable and will help gain insight into the development of age-related vocalisation patterns in cats! 🧠🐾
The more meows the better, so please feel free to send me multiple recordings! 🎧📈
*n.b. By sending this data, you are consenting to its use for research purposes as part of a deep learning tool for age estimation of the domestic cat. This study aims to develop a non-invasive method to determine a cat’s age through vocalisations. This approach promises significant benefits in veterinary care, can aid rescue centres in creating accurate adoption profiles, and has potential implications for understanding the age demographics of feral cats.
** EDIT:
Adding some additional info following a user comment
This is part of my dissertation project for my MSc in AI, I am working on building a pipeline for age prediction based on vocalisations. While the primary goal is to achieve a robust deep learning model for age estimation in cats, this project could serve as a pipeline for other species in future. I ultimately want to work in the field of bioacoustics and use the sounds of nature for work in conservation efforts, this is the first step towards that.
Depending on how the project goes, I would like to build an app so that this can be used in the field by veterinarians and rescue centres and the such. Of course this would include a whole lot of extra GDPR and real-time processing efforts. If time allows it I might build one for demonstration purposes and release it in the future.
I will release the implementation details in full upon completion. I am working through comparative development of certain architectures which I think will be useful for the wider field.
I do not have a conflict of interest. I recommend Dolby On to record the meows as it allows for Waveform Audio File format (.wav) recordings that I require for processing and feature extraction, and easy exports.
Here is a copy of the email that each participant receives, detailing data subject rights and right to withdraw at any time:
Any other questions, just let me know! I really appreciate any input and participation, thanks :)
I have a 2 year old cat who sounds like she’s been smoking for 40 years, may not be the best representative. ;)
Hey, that’s good data! There are always outliers, right? My 12yo meows the most and definitely sounds a bit like an old lady; I’m trying to remember if she always did. One of my 4yos has a super girly high-pitched voice. I struggle to imagine what she’ll sound like in 10 years.
Shouldn’t you ask for the cat’s age as well as the recordings? Or did I read over that?
It might be worthwhile to gather some other information about the cat, like whether they’re indoor or outdoor cats, former strays or not,…
Second to last paragraph in the first image - “don’t forget to tell me your cats’ age along with the recording(s)”
Thanks! I knew I must have missed it, but couldn’t find it.
CatGPT folks
You sonofaremoved I’m in
Why is it showing removed on lemmy.world? Does .ml or .world censor bitch or did you type remove yourself Aight, test: bitch
LOL .ml censors the word bitch.
Yeah, it seems there’s an automated profanity filter which I was not aware of until recently. I wish you could toggle this on and off as a user, but hey, I’m a guest on this platform so who am I to removed about this, am I right?
How accurate does the age need to be?
I don’t require the exact age, but the age would need to be certain on the year as I will be grouping the cats into age brackets [kitten, young adult, adult, senior].
Thanks for the response and good luck with the study!
My 17+ year old does seem to have a slightly raspier voice than she used to.
Please record her for me if you can! I don’t have many seniors yet.
I sent one.
Got it, thank you so much!
Good luck! Chubby cat does not meow, and the kitten sort of…whines instead of meowing.
Thank you! Whines could be useful, if you manage to capture any feel free to send it over :)
I’ve realized a question!
He won’t make any sound if I don’t start him off. It’s it okay if audio of me chatting with him is in there?
That’s ok! I will isolate the meows, so that’s fine :) my cats are the same
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I already have an app that can record lossless audio, is that fine, or is there something special on the Dolby app?
That’s fine! I have included the dolby app as standard phone recorders generally don’t seem to export in true lossless, and compress it. The Dolby app allows export in Waveform Audio File format (.wav) which I process the data in, but if you have something similar that is fine too.