Thursday, November 30, 2023

Music Science and the Mathematical Language of the Universe


But First:

Stressed plants emit airborne sounds that can be detected from more than a meter away
Mar 2023, phys.org

Tomato and tobacco plants that are stressed -- from dehydration or having their stems severed -- emit sounds that are comparable in volume to normal human conversation, and sound like bubble wrap, but in a fequency we can't hear, at 30–50 clicks per hour at random intervals.

via Tel Aviv University: Lilach Hadany, Sounds emitted by plants under stress are airborne and informative, Cell (2023). DOI: 10.1016/j.cell.2023.03.009.



New research shows how cultural transmission shapes the evolution of music
Mar 2023, phys.org

The Max Planck Institute for Empirical Aesthetics; their study design was awesome:

The researchers used singing experiments to study music evolution in an unprecedented detail: testing the evolution of more than 3,400 melodies sung by around 1,800 participants from India and North America. To simulate music evolution, they used a method similar to the classic game of "broken telephone," where messages are passed from one participant to the next.

In this case, melodies had to be passed from one to the next by singing. Over time, participants make mistakes in their efforts to repeat the melodies they hear, which gradually shapes the evolution of music towards melodies that are appealing and easy to learn by everyone.

They call it the transmission bias, and they found US participants tended to produce melodies that were biased towards certain cultural conventions of Western music, whereas Indian participants showed a bias towards common Indian scales.

via Max Planck Institute for Empirical Aesthetics: Manuel Anglada-Tort et al, Large-scale iterated singing experiments reveal oral transmission mechanisms underlying music evolution, Current Biology (2023). DOI: 10.1016/j.cub.2023.02.070


Here comes the sun: New study shows how UK weather conditions influence music success in the markets
May 2023, phys.org

The research, which analyzed over 23,000 songs that reached the UK weekly top charts in the last 70 years, found that songs that were energetic, danceable, and evoked positive emotions such as joy and happiness were positively associated with warm and sunny weather and negatively associated with rainy and cold months. Similarly, energetic and positive music varied according to expected seasonal patterns in the UK, increasing in summer and decreasing in winter.

BUT - hyper popular songs exhibited the strongest associations with weather fluctuations, less popular songs showed no relationship at all. 

AND - only music features reflecting high intensity and positive emotions were associated with weather conditions, whereas music features reflecting low intensity and negative emotions were not related to weather at all. This suggests that negative emotional states may be more influenced by individual situational factors rather than general environmental conditions.

via University of Oxford: Manuel Anglada-Tort et al, Here comes the sun: music features of popular songs reflect prevailing weather conditions, Royal Society Open Science (2023). DOI: 10.1098/rsos.221443


Research shows why our taste in music can't be siloed into catch-all genres
Jun 2023, phys.org

That one trick: "The pop music people liked best was from the decade during which they were around 20 years old." (Learned this from a wedding DJ, many years ago.)

Also: Max Planck Institute for Empirical Aesthetics (exists).

Other results: "By systematically recording liking at genre and sub-genre levels, the researchers obtained a more differentiated picture of musical taste. ... Across all genres, subtypes that represented the mainstream variant were generally preferred over more challenging alternatives."

via Max Planck Institute for Empirical Aesthetics: ou don't know a person('s taste) when you only know which genre they like: Taste differences within five popular music genres based on sub-genres and sub-styles, Frontiers in Psychology (2023). DOI: 10.3389/fpsyg.2023.1062146



Brain2Music taps thoughts to reproduce music
Jul 2023, phys.org
https://techxplore.com/news/2023-07-brain2music-thoughts-music.html

Music samples covering 10 genres including rock, classical, metal, hip-hop, pop and jazz were played for five subjects while researchers observed their brain activity under functional MRI (fMRI). This data trained a model to match the music and the brain waves. But then, another machine, this one trained on music-text data to generate music from text prompts, is combined with the brains-on-music model. The two models mix and match so that "the generated music resembles the musical stimuli that human subjects experienced, with respect to semantic properties like genre, instrumentation and mood".

In other words, with your own machine like this, you would be able to make music just by thinking about it. 

Also noted: despite advances in text-to-music models, "their internal processes are still poorly understood." 

via Google and Osaka University: Timo I. Denk et al, Brain2Music: Reconstructing Music from Human Brain Activity, arXiv (2023). DOI: 10.48550/arxiv.2307.11078


Brain recordings capture musicality of speech, with help from Pink Floyd
Aug 2023, phys.org

The phrase "All in all it was just a brick in the wall" comes through recognizably in the reconstructed song, its rhythms intact, and the words muddy, but decipherable. This is the first time researchers have reconstructed a recognizable song from brain recordings of 29 patients. [you can actually hear the re-construction at the link above]. From some of the people who brought the first reconstruction of the words a person was hearing from recordings of brain activity alone (2012).

Also about left brain vs right brain, language vs music, pinpoint vs field action --

Bellier emphasized that the study, which used artificial intelligence to decode brain activity and then encode a reproduction, did not merely create a black box to synthesize speech. He and his colleagues were also able to pinpoint new areas of the brain involved in detecting rhythm, such as a thrumming guitar, and discovered that some portions of the auditory cortex -- in the superior temporal gyrus, located just behind and above the ear -- respond at the onset of a voice or a synthesizer, while other areas respond to sustained vocals.

"Language is more left brain. Music is more distributed, with a bias toward right," Knight said.

"It wasn't clear it would be the same with musical stimuli," Bellier said. "So here we confirm that that's not just a speech-specific thing, but that's it's more fundamental to the auditory system and the way it processes both speech and music."

via University of California Berkeley, Albany Medical Center: Music can be reconstructed from human auditory cortex activity using nonlinear decoding models, PLoS Biology (2023). DOI: 10.1371/journal.pbio.3002176




What's love got to do with it? An exception to the recognition of musical themes
Sep 2023, phys.org

(I am so confused by this study)

Researchers played 14-second snippets of vocals in 31 languages from a bank of songs that originated from a host of cultures to more than 5,000 people from 49 countries. The research team included subjects not only from the industrialized world, but more than 100 individuals who live in three small, relatively isolated groups of no more than 100.

They then asked the listeners to rank the likelihood of each sample as being one of four music types: dance, lullabies, "healing" music, or love music. People from all cultures could easily identify all except love songs -- only 12 of 28 groups could recognize love songs.

(Is it the point of the study to prove that a love song is determined by its lyrics rather than by its musical style? Confused.)

"One reason for this could be that love songs may be a particularly fuzzy category that includes songs that express happiness and attraction, but also sadness and jealousy," said lead author Lidya Yurdum, who works as research assistant at the Yale Child Study Center and is also a graduate student at the University of Amsterdam. "Listeners who heard love songs from neighboring countries and in languages related to their own actually did a little better, likely because of the familiar linguistic and cultural clues."

But other than love songs, the authors discovered, the listeners' "ratings were largely accurate, consistent with one another, and not explained by their linguistic or geographical proximity to the singer—showing that musical diversity is underlain by universal psychological phenomena."

via Yale: Lidya Yurdum et al, Universal interpretations of vocal music, Proceedings of the National Academy of Sciences (2023). DOI: 10.1073/pnas.2218593120


Research demonstrates the power of rhythm as a design element in evolution and robotics
Oct 2023, phys.org

Varying the rhythm of movement -- the music of how the pieces move together over time -- is a new way of designing robot movement. For example, the breaststroke is characterized by three time-intervals: a slow period of reaching forward, a fast period of pushing backward and a static period of coasting. For optimum performance, the lengths of time for those intervals typically go long, fast, long. But in certain situations—outracing or outmaneuvering a predator, for example—the ratios of those periods change drastically.

The work builds on research Bejan published nearly 20 years ago, where he demonstrated that size and speed go hand-in-hand across the entire animal kingdom whether on land, in the air or under water. The physics underlying that work dealt with weight falling forward from a given animal's height over and over again. In this paper, Bejan shows that his previous work was incomplete, and that all animals, robots and other moving things can further optimize their mechanics by adding an element of rhythm.

It is yet another example of how good design—whether made by humans or through natural evolution—is truly a form of art."

via Duke University: A. Bejan et al, Locomotion rhythm makes power and speed, Scientific Reports (2023). DOI: 10.1038/s41598-023-41023-6

Tuesday, November 28, 2023

On Language, Prediction and Power


Big Bonus on the Words Front, Dan Jurafsky professor of computer science and linguistics:

Vehicle stop study illuminates importance of officer's first words
May 2023, phys.org

A law enforcement officer's first 45 words during a vehicle stop with a Black driver can often indicate how the stop will end. "There's a clear linguistic signature to escalated vehicle stops. Simply put, the officer starts off with a command rather than a reason in escalated stops."

They analyzed audio recordings and transcripts from police-worn body cameras from 577 vehicle stops that occurred over the course of a month in a medium-sized, racially diverse city in the U.S. 

The study found that the stops ending in escalation were almost three times more likely to begin with the officer issuing a command to the driver and 2 1/2 times less likely to provide a reason for the stop.

"We found that stops that end escalated, often start escalated," Rho said.

But wait (great work here by the way, ambitious study) -- 

During the second study, researchers played the audio from the traffic stops in the first study to a nationally representative sample of 188 Black male U.S. citizens ranging in age, region, education, and political ideology. 

Black male participants predicted that 84% of stops that involved an officer giving orders with no reasons would escalate, and worried about force being used in more than 80% of the stops that involved orders and no reasons as compared to only 47% of stops that involved reasons with no orders.

"The most common way for the average citizen to encounter law enforcement is through vehicle stops," Rho said. 

via Virginia Tech: Rho, Eugenia H. et al, Escalated police stops of Black men are linguistically and psychologically distinct in their earliest moments, Proceedings of the National Academy of Sciences (2023). DOI: 10.1073/pnas.2216162120


Words, for the Corpus That Has It All


The following update to the 'list of crazy words you read when scanning science press headlines', 6 months from April 2023 to October 2023. This one is a big list, an avalanche of verbal programming; start your semantic engines.

Appropriately illustrated by artificial intelligence engine-generated images of Dental Art, starting with the above image, prompted by the words "Hyperrealistic pink tissue bloody gums slippery glistening" but I just call it Dental Art.


Researchers develop the first-ever ingestible electroceutical device to control appetite by hormone modulation
Apr 2023, phys.org

"Electroceuticals" - for the neuromodulation of the gut-brain axis 

via NYU: Khalil Ramadi et al, Bioinspired, ingestible electroceutical capsules for hunger-regulating hormone modulation, Science Robotics (2023). DOI: 10.1126/scirobotics.ade9676.


Meteosat-12: Europe's new weather satellite takes first photos
Apr 2023, BBC News

"Nowcasting" - (like forecasting but better) the ability to say with greater confidence that violent winds, lightning, hail or heavy downpours are about to strike a particular area; Europe's new weather satellite Meteosat-12 flies 36,000km above the Earth and takes pictures every 10 minutes

And the word nowcasting, in the wild: "The insights gained from linking lightning intensity to eruptive activity can provide better monitoring and nowcasting of aviation-related hazards during a large volcanic eruption, including ash cloud development and movement," Van Eaton said." -New study shows Tonga's Hunga eruption produced the most intense lightning ever recorded. Jun 2023. phys.org
https://phys.org/news/2023-06-tonga-hunga-eruption-intense-lightning.html ; and via American Geophysical Union: Alexa R. Van Eaton et al, Lightning Rings and Gravity Waves: Insights Into the Giant Eruption Plume From Tonga's Hunga Volcano on 15 January 2022, Geophysical Research Letters (2023). DOI: 10.1029/2022GL102341. https://dx.doi.org/10.1029/2022GL102341


'Bioprospecting' technique uncovers viruses that can kill deadly superbugs
May 2023, phys.org

"Bioprospecting" for viruses known as phages that can kill deadly superbugs; like "bioprospector" will be a word on someone's resume soon

via Monash University: Rhys A. Dunstan et al, Epitopes in the capsular polysaccharide and the porin OmpK36 receptors are required for bacteriophage infection of Klebsiella pneumoniae, Cell Reports (2023). DOI: 10.1016/j.celrep.2023.112551


DarkBERT learns language of the Dark Web
May 2023, phys.org

Fucking "DarkBERT" - A Language Model for the Dark Side of the Internet

FYI - "Surface Web content" (as opposed to "Dark Web content") I think what this is saying, without saying it, is that the internet is English, but the Dark Web is not, so they can't use the internet as their training model like we do with all the others.

via Institute for Critical Infrastructure Technology: Youngjin Jin et al, DarkBERT: A Language Model for the Dark Side of the Internet, arXiv (2023). DOI: 10.48550/arxiv.2305.08596



Combining twistronics with spintronics could be the next giant leap in quantum electronics
Jun 2023, phys.org

I try to keep up, but -- "Twistronics", "spintronics", and "tunable moiré magnetism"

via Tohoku University: Guanghui Cheng et al, Electrically tunable moiré magnetism in twisted double bilayers of chromium triiodide, Nature Electronics (2023). DOI: 10.1038/s41928-023-00978-0


Researchers grow bio-inspired polymer brains for artificial neural networks
Jul 2023, phys.org

Neuromorphic "wetware" - based on memristive devices via electropolymerization aka growing wires

via Osaka University and Hokkaido University: Naruki Hagiwara et al, Fabrication and Training of 3D Conductive Polymer Networks for Neuromorphic Wetware, Advanced Functional Materials (2023). DOI: 10.1002/adfm.202300903


New study reveals why defense against brain corrosion declines in people with Alzheimer's disease
Jul 2023, phys.org

"Brain corrosion" - Why yes, oxidative stress corrodes the brain, and that's called oxidative damage. Some might even call it "rust", brain rust. 

via Case Western Reserve University: Sara Cazzaro et al, Slingshot homolog-1–mediated Nrf2 sequestration tips the balance from neuroprotection to neurodegeneration in Alzheimer's disease, Proceedings of the National Academy of Sciences (2023). DOI: 10.1073/pnas.2217128120



Photonic time crystals could open the door to a new branch of optics
Jul 2023, phys.org

"Photonic Time Crystals" - they are the temporal version of photonic crystals, and in the optical domain could have profound implications for the science of light, enabling truly disruptive applications in the future

Just for background, and because this will all become the new computers of the next technological revolution -- "photonic crystals have a refractive index that oscillates periodically in space causing iridescence of precious minerals and insect wings for example."

via Technion-Israel Institute of Technology, Haifa, Israel, and Purdue University:  Eran Lustig et al, Time-refraction optics with single cycle modulation, Nanophotonics (2023). DOI: 10.1515/nanoph-2023-0126


Researchers put a new twist on graphite
Jul 2023, phys.org

"Interdimensional" - mixed dimensional materials, like embedding 2D graphene into 3D graphite

via University of Washington, Osaka University and the National Institute for Materials Science in Japan: Matthew Yankowitz, Mixed-dimensional moiré systems of twisted graphitic thin films, Nature (2023). DOI: 10.1038/s41586-023-06290-3.


Spontaneous quasi-crystal self-assembly observed using tiny vibrating magnetic spheres
Jul 2023, phys.org

"Spontaneous Crystals" aka "Spontaneous Quasi-Crystal Self-Assembly" - discovered sort of by accident

via Université Paris-Saclay: Andrea Plati et al, Quasi-crystalline order in vibrated granular matter, arXiv (2023). DOI: 10.48550/arxiv.2307.01643


Zentropy and the art of creating new ferroelectric materials
Aug 2023, phys.org

"Zentropy" - The "Z" in zentropy stands for the German word Zustandssumm, meaning "sum over states" of entropy, and alternatively considered a play on the term "zen" from Buddhism, and the idea is to consider how entropy can occur over multiple scales within a system to help predict potential outcomes of the system when influenced by its surroundings. It's also a parameter-free pathway to predicting how advanced materials behave. And in other words, it can integrate top-down statistical and bottom-up quantum mechanics to predict experimental measures of the system without "fitting parameters" to closely match real-world variables.

via Penn State: Zi-Kui Liu et al, Parameter-free prediction of phase transition in PbTiO3 through combination of quantum mechanics and statistical mechanics, Scripta Materialia (2023). DOI: 10.1016/j.scriptamat.2023.115480



Researchers use 'topological gardening' to achieve unexpected spin transport
Aug 2023, phys.org

Fastest forming word cluster in the sciences, that's all --

"Topological Gardening" - Although topological insulators conduct electricity only along their edges, and strictly in one direction, new science challenges that view by uncovering a new type of edge transport by manipulating edge states through bulk-edge interactions, similar to the pruning work done in gardening routines.

via Monash University: Yuefeng Yin et al, Extracting unconventional spin texture in two dimensional topological crystalline insulator bismuthene via tuning bulk-edge interactions, Materials Today Physics (2023). DOI: 10.1016/j.mtphys.2023.101168

Also: Qile Li et al, Localized Wannier function based tight-binding models for two-dimensional allotropes of bismuth, New Journal of Physics (2021). DOI: 10.1088/1367-2630/ac04c9


This fish doesn't just see with its eyes, it also sees with its skin
Aug 2023, phys.org

"Skin Vision" -- Hogfish can change color, and carry a gene for a light-sensitive protein called opsin that is activated in their skin, and that this gene is different from the opsin genes found in their eyes. Their skin is made of cells called chromatophores which contain pigment, with opsin proteins residing in a previously unknown cell type right underneath the chromatophore, which means that light striking the skin must pass through the pigment-filled chromatophores first before it reaches the light-sensitive layer, suggesting that their skin acts like internal Polaroid film, capturing changes in the light, so that they can "literally take a photo of their own skin from the inside".

via Duke University: Lorian Schweikert, Dynamic light filtering over dermal opsin as a sensory feedback system in fish color change, Nature Communications (2023). DOI: 10.1038/s41467-023-40166-4.


Scientists develop finger sweat test to detect antipsychotic drugs in patients
Aug 2023, phys.org

"Finger Sweat Test" - Scientists have now discovered a way to test the levels of common antipsychotic drugs (clozapine, quetiapine, or olanzapine) in the sweat from patients' fingerprints (and because blood tests are invasive and uncomfortable).

via University of Surrey: Noninvasive drug adherence monitoring of antipsychotic patients via finger sweat testing, Frontiers in Chemistry (2023). DOI: 10.3389/fchem.2023.1245089


Researchers prep fentanyl, heroin vaccines for human trials
Aug 2023, phys.org

"Heroin Vaccine" - Just the words heroin vaccine.

via University of Montana: Bethany Crouse et al, A TLR7/8 agonist increases efficacy of anti-fentanyl vaccines in rodent and porcine models, npj Vaccines (2023). DOI: 10.1038/s41541-023-00697-9


Crack vaccine research on rats could help babies of mothers who use cocaine—and reduce addiction
Oct 2023, phys.org

"Crack Vaccine" - Also. I have a feeling it doesn't end here. 

via Universidade Federal de Minas Gerais in Brazil: Rachel J. Stephenson et al, Anti-cocaine Vaccine Development: Where Are We Now and Where Are We Going?, Journal of Medicinal Chemistry (2023). DOI: 10.1021/acs.jmedchem.3c00366



Team simulates collective movement of worm blobs for future swarm robotic systems
Sep 2023, phys.org

"Swarm Ball", "Worm Ball", or "Swarm Robot Worm Ball" - systems of many individual components that must work collectively, using soft-bodied agents

(click on the article above for some high octane nightmare fuel)

via Tohoku University and Hiroshima University: Taishi Mikami et al, Elongating, entwining, and dragging: mechanism for adaptive locomotion of tubificine worm blobs in a confined environment, Frontiers in Neurorobotics (2023). DOI: 10.3389/fnbot.2023.1207374


Vulnerability to different COVID-19 mutations depends on previous infections and vaccination, study suggests
Oct 2023, phys.org

"Antigenic Cartography" - compares the similarity of different variants of the SARS-CoV-2 virus to measure how well human antibodies formed in response to infection with one virus respond to infection with a variant of that virus (and because they found that a person's immune response to SARS-CoV-2 depends on the variant they were previously exposed to)

via University of Cambridge's Center for Pathogen Evolution in the Department of Zoology: Samuel H. Wilks et al, Mapping SARS-CoV-2 antigenic relationships and serological responses, Science (2023). DOI: 10.1126/science.adj0070.



Next-generation printing: Precise and direct, using optical vortices
Oct 2023, phys.org

An "Optical Vortex Laser" - "Using a special laser beam known as an optical vortex, we have achieved stable printing of high-viscosity liquids that allows for the fabrication of microdroplet laser arrays and the micropatterning of conductive nanoinks, as well as bioinks for cell scaffolds, leading to the establishment of next-generation printed photonic or electronic devices."

via Osaka Metropolitan University:  Ken-ichi Yuyama et al, Fabrication of an Array of Hemispherical Microlasers Using Optical Vortex Laser-Induced Forward Transfer, ACS Photonics (2023). DOI: 10.1021/acsphotonics.3c01005


Photonic crystals bend light as though it were under the influence of gravity
Oct 2023, phys.org

"Pseudogravity" - replicating the effects of gravity

Also, they don't say moiré but they describe it: Kitamura and her colleagues modified photonic crystals by introducing lattice distortion; gradual deformation of the regular spacing of elements, which disrupted the grid-like pattern of protonic crystals. This manipulated the photonic band structure of the crystals, resulting in a curved beam trajectory in-medium—just like a light-ray passing by a massive celestial body such as a black hole.

via Tohoku University: Kanji Nanjyo et al, Deflection of electromagnetic waves by pseudogravity in distorted photonic crystals, Physical Review A (2023). DOI: 10.1103/PhysRevA.108.033522


Sabotage tool takes on AI image scrapers
Oct 2023, phys.org

"Data poisoning" - the tool named Nightshade manipulates image pixels that will alter the output during training but are not visible to the naked eye prior to processing. The tool is meant to "poison" graphics appropriated by AI companies to train image-generating models. "A moderate number of Nightshade attacks can destabilize general features in a text-to-image generative model, effectively disabling its ability to generate meaningful images," Zhao said. 

via University of Chicago: Shawn Shan et al, Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models, arXiv (2023). DOI: 10.48550/arxiv.2310.13828