Having a great three days at my favourite sound conference, the Urban Sound Symposium in Zurich!
Andrew Mitchell
@mitchellacoustics.bsky.social
Senior Data Scientist, Connected Places Catapult #OpenScience #Acoustics drandrewmitchell.com Host of @JustNoisePod.bsky.social Developer of Soundscapy https://soundscapy.readthedocs.io/
Our latest article and the capstone paper from the SSID Project! We've spent 6 years working towards creating useful single-value indices of soundscape quality. We present SPI, our method for defining perception-focussed, context dependent Soundscape Perception Indices! doi.org/10.1121/10.0...
"The way they conceptualise AI has been shaped by the prominence of gen AI tools. The misconception that AI means LLMs and chatbots can make managing stakeholders’ expectations complicated. Generative AI tools are not the solution to every problem." www.civilserviceworld.com/professions/...
'Generative AI is not the solution to every problem': Survey reveals officials' 'misconceptions' about AI
GDS research finds many civil servants continue to associate artificial intelligence solely with generative tools
civilserviceworld.com
The amount of time I've spent in my programming support office hours just talking students through how to copy and paste a file is, frankly, concerning.
www.nature.com/articles/d41...
🚨BREAKING. From a program officer at the National Science Foundation, a list of keywords that can cause a grant to be pulled. I will be sharing screenshots of these keywords along with a decision tree. Please share widely. This is a crisis for academic freedom & science.
Veronica Coan: “Daddy, do scientists just spend most of their time saying, ‘this is bullshit, this is bullshit, and this is also bullshit?’” Jim Coan: “Yes, my love, that is what scientists spend most of their time doing.”
Scientists are expected to do peer reviewing but no one tells you HOW. After talking with several folks about this today at #AGU24 , it seems a good time to link to this presentation I made several years ago -- feel free to use/share! docs.google.com/presentation...
Effective, efficient, and fair peer reviewing 2023
Effective, efficient, and fair peer reviewing Ben Bond-Lamberty Based on a presentation at the AGU Early Career Scientist Workshop, 2019 1
docs.google.com
This looks like a very nice first introduction! I started my now decade-long journey in acoustics through music and I still often come back to that for how I think about acoustical principles. Any musician or student interested in exploring acoustics should enjoy starting here!
🎵 My new book 'Basic Acoustics for Musicians' is here! 🎉 Dive into the science of sound—vibrations, resonance, timbre—perfect for musicians & educators. FREE on Apple Books! 📖 ✨ books.apple.com/us/book/basi... #AppleEDU #AppleTeacher #Acoustics #ADE #FreeBook #AppleBooks #Acoustics #Sabbatical
To offer some perspective as a researcher whose been in the field longer than it was trendy: It comes from the name of the research field: the study of how to make intelligent machines. It’s not a declaration of success. But if you want to refer to specific technologies use their names, Eg LLMs.
Also a good way to think about most common statistical tests! lindeloev.github.io/tests-as-lin...
Common statistical tests are linear models (or: how to teach stats)
lindeloev.github.io
Friendly Reminder: A T-Test is just a linear regression model with a single binary predictor.
Yes science is inherently political because the idea that human actions should be made in light of our understanding of reality is a political stance itself. Might folks who say this really mean that “science isn’t partisan”?
It also potentially breaks Hugging Face's own TOS as well, since they did not obtain *explicit* consent. Just because content is public and accessible via an open API does not void license and copyright protections.
Back at the British Medical Association for day two of a great seminar on Open Source, Ethics, & Innovation in AI with @turingway.bsky.social #PractitionersHub! #OSEIAI24
New Soundscapy release v0.7.6! This release focussed on our backend tooling, automating releases, and introducing optional dependencies for audio processing. github.com/MitchellAcou...
Release v0.7.6 · MitchellAcoustics/Soundscapy
What's Changed resolved an issue with optional dependencies in the previous release v0.7.5 Refactor project structure and improve optional dependencies handling by @MitchellAcoustics in #101 Full...
github.com
Sorry, to explain a bit more, Zenodo and OSF are science-specific archives for research data which provide DOIs - persistent identifiers that should always link to specific objects. They're supported by CERN & US federal agencies respectively. They're as permanent as anything on the internet can be
Public. Data. Repositories. Research data should be uploaded to data repos where researchers can't (understandably) lose it and which don't have an incentive to magically misplace it (like journals, funders, and unis) Zenodo, OSF, & figshare all have private options so embargo isn't a valid excuse
In 2023, Harvard Business School suspended a star professor over charges of research misconduct. As it happens, one of her papers also had funny data from a *different* B-school superstar -- a "mad, fraudulent unicorn,” per @jamesheathers.bsky.social... (1/3) www.theatlantic.com/magazine/arc...
Public. Data. Repositories. Research should be uploaded to data repos where researchers can't (understandably) lose it and which have no incentive to magically make it disappear (like funders, journals, or unis). Zenodo, OSF, figshare all have private options, so embargo isn't a valid excuse.
In 2023, Harvard Business School suspended a star professor over charges of research misconduct. As it happens, one of her papers also had funny data from a *different* B-school superstar -- a "mad, fraudulent unicorn,” per @jamesheathers.bsky.social... (1/3) www.theatlantic.com/magazine/arc...
I heard bluesky likes links. So here is a link to a book I’m writing. github.com/NannyML/The-...
GitHub - NannyML/The-Little-Book-of-ML-Metrics: The book every data scientist needs on their desk.
The book every data scientist needs on their desk. - NannyML/The-Little-Book-of-ML-Metrics
github.com
Them: can you explain this gap in your CV Me: look I made it in TeX and there's only so many hours in the day
New Soundscapy release v0.7.6! This release focussed on our backend tooling, automating releases, and introducing optional dependencies for audio processing. github.com/MitchellAcou...
Release v0.7.6 · MitchellAcoustics/Soundscapy
What's Changed resolved an issue with optional dependencies in the previous release v0.7.5 Refactor project structure and improve optional dependencies handling by @MitchellAcoustics in #101 Full...
github.com
My new job title: Lecturer in AI for Sustainable Construction The best talk/paper title I've thought of so far: "Sustainable Construction for AI" examining making data centres and their management actually sustainable and tackling the looming disaster of emissions from AI systems.
ai has entered its roast era. large scale mockery signals the beginning of the end. good. 🙂
If the landlord seeks any profit at all, then they are getting more money than the property and its maintenance is worth. And if they don't have a mortgage on the property, they can make nearly pure profit on the rent after maintenance and taxes are paid for.
You can't technofix your way out of a values problem
I don’t think it can be emphasized enough that large language models were never intended to do math or know facts; literally all they do is attempt to sound like the text they’re given, which may or may not include math or facts. They don’t do logic or fact checking — they’re just not built for that
Unfortunately, it repeatedly offers incorrect answers for straightforward math questions. 🧪