The price increases for Apple Music come after Spotify announced its own round of price hikes earlier this year, which Apple poked fun at on social media. Even with today’s price hikes, though, Apple Music remains cheaper than Spotify.
Apple Music no longer makes sense when I’m already paying for YouTube Premium. Apple Music goes up to £11.99, YouTube Premium is £12.99 and on top of a good music service you get no ads on YouTube.
Distilling my longtime argument down to its simplest bit, I’d ask “do you want to pay $10 a month for music for the rest of your life?”
But truly, it was never going to just be $10 per month. The price was going to go up over time. It was going to get more expensive to have access to the same music.
If you purchase your music, though, I think most people would reach a point in their life where they stop buying new music entirely or they’re only buying a few albums per year. The cost of music would go down for you over time.
That was my thinking, too, but then I found that music I’ve purchased from Apple won’t work on my HomePod. I refuse to condone that behavior, so now I have two solid reasons not to subscribe to Apple Music.
While the monthly and annual prices of AppleCare+ plans for Macs and iPads received a slight increase this week, AppleCare One continues to start at $19.99 per month in the U.S., making the multi-device plan even more valuable.
The AI music generation tool Suno scraped millions of songs and lyrics from YouTube Music, Deezer, and Genius, as well as from the stock music libraries Pond5, Jamendo, Freesound, the International Music Score Library Project, and podcasts via RSS feeds, according to a hacker who breached the company and shared data about Suno’s training libraries with 404 Media. The hacker was also able to access user information for hundreds of thousands of Suno’s customers, as well as Stripe payment information, they said.
[…]
As part of these legal proceedings, Suno previously admitted that it was trained on “essentially all music files of reasonable quality that are accessible on the open internet,” which included a total of “tens of millions of recordings.” Suno has been making the argument that it is allowed to train on copyrighted works as fair use in those cases, one of which has been settled.
Suno has long acknowledged that its AI music generator relied on the scraping of millions of songs available across the internet, but a new hack reveals just how the company pulled from streaming services and websites[…] all while user information remained vulnerable.
[…]
“Our goal has always been to help people create original new music, not replicate someone else’s. That’s why we build our models around what we call ‘Original Creation, By Design,’” the spokesperson said in a statement. “For example, we intentionally do not use artist names as a category of training metadata because we want our models to help people create brand new songs, not music that replicates other artists’ existing work. It’s also why we built Suno with detection filters that block or prevent a user from using specific artist, song, or album names as prompts, and prevent users from uploading lyrics or sound recordings that match existing works.”
O WhatsAppoficializou hoje um conjunto de novidades para usuários de recursos e dispositivos da Apple, com destaque especial para o CarPlay e o iPad — que só ganhou um app do mensageiro no ano passado.
No caso do sistema de infoentretenimento da Maçã, foi revelada uma reformulação completa da experiência, que inclui agora a possibilidade de ouvir e responder mensagens com as mãos livres. Também passou a ser possível fazer ligações, consultar o histórico delas e acessar seus favoritos diretamente da multimídia do veículo.
Divulgação/Meta
Usuários de iPad, por sua vez, agora podem criar uma conta na plataforma e configurá-la diretamente do tablet, o que os livra também de ter que conectar o app a um smartphone. Segundo o mensageiro, essa adição era um dos principais pedidos dos usuários.
O WhatsApp também oficializou a possibilidade de compartilhar uma música do Apple Music ou do Spotify na forma de um status, expandindo as possibilidades de expressão nessa seção do app.
Por fim, também foi anunciada uma integração com o Adobe Acrobat para permitir que usuários abram PDFs diretamente do WhatsApp Web (ou do app para Windows) sem precisar baixá-los. Também passou a ser possível fazer edições simples, como destacar e adicionar comentários, sem deixar o mensageiro e com criptografia de ponta a ponta.
Divulgação/Meta
Segundo a Meta, essas novidades já foram liberadas para todos os usuários do WhatsApp.
A Volvo anunciou que o Apple Music passará a integrar mais de 2 milhões de seus carros por meio de uma atualização remota (over-the-air, ou OTA), oferecendo até três meses grátis do serviço para os veículos compatíveis.
Para resgatar o teste gratuito, é necessário entrar com sua Conta Apple no app Volvo Cars. Tanto para antigos quanto novos assinantes, a oferta de resgate é válida até 6 de julho de 2027.
Alwin Bakkenes, diretor global de engenharia de software da Volvo, comentou a novidade:
Muitos dos nossos clientes já utilizam o Apple Music em seus smartphones ou em casa. Ao levarmos o Apple Music diretamente para nossos carros, transformamos nossos veículos em um lugar extraordinário para vivenciar a música. […] Você sentirá como se estivesse em meio a uma sala de concertos ou a uma arena durante a sua apresentação ao vivo favorita, ou imerso nas músicas mais recentes em Áudio Espacial, exatamente como os artistas pretenderam — uma experiência sonora verdadeiramente emocionante.
Embora o streaming seja compatível com os modelos XC90, S90, V90, XC60, S60, V60, XC40, EX40 e EC40 fabricados a partir de 2020, o Áudio Espacial do Apple Music será exclusivo do EX90, do ES90 e do EX60 (este último chegará ao mercado brasileiro em outubro).
O Apple Music conta com um catálogo de mais de 100 milhões de músicas e 30 mil playlists — muitas delas com suporte a Áudio Espacial (Dolby Atmos) e em altíssima definição, com áudio Lossless. Para quem ama música clássica, há um app dedicado com mais de 5 milhões de faixas, tudo em uma interface simplificada! No Brasil, são três tipos de assinatura: Universitária (R$12,90/mês), Individual (R$23,90/mês) e Familiar (R$40,90/mês). Caso você não seja um assinante, pode testar o serviço de forma gratuita por um mês. Ele também faz parte do pacote de assinaturas da empresa, o Apple One.
NOTA DE TRANSPARÊNCIA: O MacMagazine recebe uma pequena comissão sobre vendas concluídas por meio de links deste post, mas você, como consumidor, não paga nada mais pelos produtos/serviços usando os nossos links de afiliado.
Apple has increased the monthly subscription prices for its Apple Music streaming service in the United States and other markets, marking the first hike in nearly four years. The changes took effect today.
New Apple Music pricing:
• Individual plan: $11.99 per month (up from $10.99)
• Family plan: $19.99 per month (up from $16.99)
• Student plan: $6.99 per month (up from $5.99)
Select Apple One bundles have also seen increases:
• Family plan: $27.95 per month (up from $25.95)
• Premier plan: $39.95 per month (up from $37.95)
The Apple One Individual plan remains unchanged at $19.95 per month.
In a statement to Music Business Worldwide, Apple explained the move: “As a result of rising licensing costs, Apple Music is increasing its subscription price beginning today.”
This increase follows Spotify’s earlier 2026 price adjustment in the U.S., which Apple had publicly highlighted. Despite the hikes, Apple Music’s new Individual rate of $11.99 remains lower than Spotify Premium’s current $12.99.
The last Apple Music price rise occurred in October 2022, when the Individual plan moved from $9.99 to $10.99. Apple has periodically adjusted prices for other services like Apple TV and components within Apple One bundles since then.
MacDailyNews Take: The timing aligns with broader industry trends of streaming services adjusting prices amid rising content and licensing expenses. Existing subscribers will see the changes on their next billing cycle.
Please help support MacDailyNews — and enjoy subscriber-only articles, comments, chat, and more — by subscribing to our Substack: macdailynews.substack.com. Thank you!
Audiofile Engineering’s Fidelia plays your music collection with bit-perfect accuracy and lets you shape the sound through Audio Units, equalization, and headphone virtualization. It’s not for everyone—but audiophiles will appreciate its depth.
Embora costume dar mais foco aos seus próprios sistemas operacionais, a Apple também lança esporadicamente recursos para as versões de seus aplicativos em plataformas concorrentes, como o Android.
O aplicativo Apple TV, por exemplo, está ganhando widgets para a tela inicial do Android — o que permite que usuários acessem ou visualizem informações sem precisar abrir o aplicativo.
Além dessa novidade, o aplicativo também está ganhando suporte ao recurso “Continue Assistindo” (“Continue Watching”) no sistema operacional do Google, juntando-se a outras tantas plataformas de streaming populares do mercado.
A novidade, semelhante ao recurso disponível no aplicativo Apple TV nas plataformas da Maçã, permite continuar assistindo a produções a partir do hub unificado de serviços de streaming do sistema operacional.
Ainda na seara dos updates, o 9to5Google revelou que o Apple Music também está sendo atualizado no sistema concorrente, agora com suporte ao compartilhamento via WhatsApp.
"Approximately half of Gen Z and millennials who have purchased a CD do not own a CD player," according to midyear sales statistics from entertainment data company Luminate. It's driven in part by "collection building", according to their report [PDF]:
The CD has been recontextualized from a functional audio format into an
affordable collectible. This behavior underscores that for younger generations, the act of buying
physical music is as much about aesthetic ownership and direct financial support for the artist
as it is listening to the music on the product itself
"Among artists who had a direct impact on the resurgence of CDs, K-Pop icons BTS' 10th studio album, ARIRANG, was a big seller," Vice points out in their report on the new data. "However, Luminate also found that, beyond K-Pop's overall influence, CD sales still increased 6.7% year over year, even if the whole genre was removed from the equation, jumping 16% to 16.3 million units."
That's more than the growth of vinyl sales (2.4%) — but physical media in general seems to be making a comeback:
Through the first half of the year, total physical album sales on vinyl, CDs, and cassettes reached 38.2 million units in the United States. This equates to a 7.8% increase.... [I]t seems that younger music fans have been driving a lot of the retro revival. The report shows that in 2026, 60% of Gen Z listeners said they most often listen to music from the 1990s and older. This is a massive increase from the 18 percent marker in 2021.
The new report also revealed that the way music fans are buying physical media has shifted. Indie record stores have been the largest generator of physical album sales for some time, and they continue to be. However, big-box stores like Target and Walmart took significant strides in the first half of 2026. Collectively, their music sales made up about 30% of the market.
Thanks to Slashdot reader fjo3 for sharing the article.
Prices are going up across almost all the Apple Music tiers
There are some bumps in Apple Music prices too
These are the first price hikes we've seen since October 2022
Apple Music is the latest subscription package to get a bump in price, leaving users with the choice between paying more or losing access to the streaming part of their library. The bundled Apple One package that includes Apple Music now costs more as well.
As reported by Music Business Worldwide (via Engadget), the reason cited by Apple is "rising licensing costs". It's the first price hike for this particular subscription we've seen since October 2022. The new monthly prices are below:
New Apple Music prices
US
UK
Australia
Individual
$11.99 (up $1)
£11.99 (up £1)
AU$14.99 (up AU$2)
Family
$19.99 (up $3)
£19.99 (up £3)
AU$23.99 (up AU$4)
Student
$6.99 (up $1)
£5.99 (unchanged)
AU$7.99 (up $1)
The Apple One price increases are less clear, as they're not as easily available on the Apple website. It appears the Apple One Family plan is now $27.95 per month (up $2) and the Apple One Premier plan is now $39.95 (also up $2), though the Apple One Individual plan has stayed at $19.95. Internationally, similar price rises are likely.
This comes at a time when everything tech-related is getting more expensive, from laptops to streaming services. Exploding AI resource demand has sent the price of memory and storage rocketing, and that continues to have a knock-on effect everywhere.
Apple is of course by no means the first company to put up its subscription prices, but it's a reminder of the pitfalls of the digital rental model. As soon as you stop paying, you lose access — so if you need a service, you have no choice but to accept the higher price.
The online reaction has mostly focused on this too: "It's not even about the cost sometimes," writes one Redditor. "It's about loss of control over your finances. Companies can jack up their prices whenever they want." Few commenters seem ready to quit Apple Music, though many are pointing out the billions that Apple has in the bank.
Apple Music doesn't have a free tier like Spotify does, but it beats every other music streaming service in the support it gives you for local files. If you have enough MP3s and ripped CDs, you can use it perfectly well without a subscription.
As we've written about recently, Apple is selling more and more of its software products through recurring payments rather than a flat one-off fee, and one of the reasons is that it's more profitable — and makes it more likely that users will continue to pay up.
BBC Philharmonic/Havlat/Kaziboni/Piatti Quartet (NMC) Einstein’s field equations, Newton’s universal law and artificial intelligence are among the subjects of Laidlow’s ambitious orchestral works
Robert Laidlow is as at home in the realms of science and technology as he is in the world of classical music. As this NMC debut album demonstrates, his intricate, wildly imaginative work is eminently approachable, even if the core concepts are highly complex.
Warp, a terse, 12-minute piano concerto, proposes a musical solution to Einstein’s field equations as the intrepid Joseph Havlat boldly goes where no pianist has gone before amid the distorting fabric of orchestral space-time. Strident orchestral lines spiral ever upwards, stretching instruments to their limits, while the piano maintains its course towards a serene conclusion. Handsomely recorded, the BBC Philharmonic and Vimbayi Kaziboni offer vibrantly detailed support.
CarPlay apps have grown far beyond maps, music and basic messaging. More than 120 popular iPhone apps now offer some form of support for Apple’s in-car platform, giving drivers access to navigation, podcasts, audiobooks, sports, communication, electric vehicle charging, parking, food ordering and newer AI assistants.
Not every compatible app places its full iPhone interface on the dashboard. CarPlay uses simplified layouts, voice controls and restricted features designed to reduce distractions. Some apps show lists and buttons, while others operate mainly through Siri or audio playback.
The larger catalog nevertheless changes what CarPlay can do. It is becoming a controlled extension of the iPhone rather than a small collection of driving utilities.
CarPlay Apps Cover More of the Journey
The first generations of CarPlay concentrated on a small set of familiar activities: choosing a route, making a call, sending a message and playing audio. Those functions remain central, but Apple has gradually opened additional categories to developers.
CarPlay apps can now help drivers find parking, locate fuel, identify EV charging stations, order food for collection and complete certain driving-related tasks. Automakers can also build apps that control supported vehicle features without forcing the driver to leave the CarPlay interface.
Apple continues to limit which app categories qualify. A social network, game or ordinary shopping app cannot simply reproduce its iPhone screen on the dashboard. Developers must use Apple’s CarPlay frameworks and present only functions considered suitable for the car.
The approach explains why the available catalog can feel both extensive and restrained. More than 120 apps may be compatible, but the dashboard does not become a crowded copy of the App Store.
Image Credit: Apple Inc.
Navigation Remains the Starting Point
Apple Maps is built directly into CarPlay and provides turn-by-turn guidance, traffic information, estimated arrival times and destination suggestions based on information from the iPhone.
Drivers can also choose popular alternatives including Google Maps and Waze. Each service brings a different combination of traffic data, route preferences, incident reporting and familiar saved locations.
Other navigation and travel options include HERE WeGo, TomTom GO Navigation, Sygic GPS Navigation, Gaia GPS and specialist apps designed for trucks, motorcycles or outdoor routes.
The strongest choice usually comes down to habit and regional coverage. A driver already using Google Maps or Waze on iPhone can continue using saved destinations and preferences inside the car. Apple Maps benefits from tighter system integration, including Siri requests, Calendar suggestions and Apple Watch directions.
CarPlay allows several navigation apps to appear in the Dashboard layout, where mapping can share the screen with media controls and other useful information.
Music, Radio and Podcasts Dominate the Catalog
Audio remains the largest CarPlay app category because it suits an environment where users should spend as little time as possible looking at the screen.
Apple Music, Spotify, YouTube Music, Amazon Music, Deezer, Tidal and Pandora provide access to large music libraries. Radio services such as TuneIn, iHeartRadio and SiriusXM add live stations, news, sports and talk programming.
Podcast listeners can use Apple Podcasts, Overcast, Pocket Casts, Castro and Spotify. Audiobook options include Apple Books, Audible, Audiobooks.com and Bookmate.
The CarPlay versions usually emphasize large buttons, recent listening, saved libraries and voice search. More detailed account management remains on the iPhone.
Siri can start playback without requiring users to browse through several menus. The experience is safer and often faster when the request includes the service and content, such as asking Siri to play a specific playlist through Apple Music or Spotify.
Messaging Is Becoming More Visual
Messages has long allowed CarPlay users to hear incoming texts and dictate replies through Siri. Third-party messaging services have expanded the same general idea.
WhatsApp now offers a fuller CarPlay experience that can display recent chats, calls and favorite contacts while keeping message composition centered on voice. Other supported communication apps include Telegram and selected business messaging services, depending on region and app version.
CarPlay does not display long text conversations like an iPhone. Siri reads messages aloud, and users can dictate a response. Visual elements remain limited so the dashboard does not become a scrolling chat screen.
Phone and supported calling apps also provide simplified access to contacts, recent calls and favorites. Meeting services can support audio participation, but video remains unavailable while driving.
AI Assistants Enter CarPlay
AI assistants represent one of the newest CarPlay app categories. ChatGPT, Perplexity and Grok have introduced CarPlay support, allowing drivers to interact through voice without handling the iPhone.
These apps can answer general questions, explain subjects, brainstorm ideas or continue voice conversations. Their usefulness in a car is different from navigation or music. They provide a hands-free knowledge interface during a commute or long trip.
Google Meet and other communication apps have also expanded their in-car presence, emphasizing audio conversations rather than video.
AI responses should not replace directions, emergency information or vehicle warnings. They can also produce inaccurate answers, particularly when asked about rapidly changing road conditions. Apple Maps, official traffic services and the vehicle’s own systems remain the appropriate sources for driving decisions.
The arrival of AI assistants still marks a meaningful expansion. CarPlay is no longer limited to commands with predefined outcomes. Drivers can now hold longer spoken interactions through supported services.
Parking, Fuel and EV Charging Become Easier
Practical travel apps can reduce the need to handle an iPhone after arriving near a destination.
Parking services can help locate garages, compare availability or start a parking session. Availability varies by city, but apps from services such as SpotHero, EasyPark and ParkWhiz may offer CarPlay functions in supported markets.
Fueling apps can guide drivers to compatible stations and, in some cases, prepare or authorize payments. EV charging apps can locate chargers, show connector availability and begin navigation to a selected station.
ChargePoint, PlugShare, Electrify America and other charging networks provide different levels of CarPlay integration. Drivers should confirm that their preferred service supports the platform in their country and app version.
Food-ordering support is more restricted. Compatible apps are designed around quick pickup tasks rather than browsing complete menus while the vehicle is moving.
Sports and Driving Information Join the Dashboard
Sports apps are also finding a place in the car. Apple Sports and selected third-party services can provide scores or spoken updates without requiring drivers to follow a live visual feed.
Audio broadcasters already make sports a major part of CarPlay through radio and podcast services. Dedicated sports support makes it easier to reach a favorite team or competition directly.
Driving-task apps can handle functions such as recording mileage, managing road trips or communicating with fleet systems. These experiences are generally built for narrow purposes and use simplified controls.
Automaker apps form another category. Depending on the vehicle, they can expose controls for radio stations, climate functions, drive modes or other systems through CarPlay. Support is determined by the manufacturer and may differ between models.
How to Find CarPlay Apps on an iPhone
Compatible apps installed on the iPhone normally appear in CarPlay automatically. Users can decide which ones remain visible and change their order.
To organize CarPlay apps:
Settings > General > CarPlay > select the vehicle > Customize
Apps can be added, removed or rearranged from this screen. Removing an app from the CarPlay layout does not uninstall it from the iPhone.
An app may not appear when its developer has not enabled CarPlay support, the feature is unavailable in the region or the app needs to be updated. Some services also require an active subscription or account.
The safest layout keeps frequently used navigation and audio apps near the first page. Less essential services can remain farther back or be removed to reduce dashboard clutter.
More Apps Do Not Mean More Screen Time
The value of 120 CarPlay apps is not having 120 icons inside the car. It is having a useful service available when a particular trip requires it.
A daily commute may involve only Maps, Music and Messages. A road trip may add charging, parking, audiobooks and weather information. A workday could involve audio meetings and mileage tracking.
CarPlay’s restrictions remain part of its appeal. Apps are expected to simplify their interfaces, support voice interaction and limit detailed visual tasks. The system should reduce the temptation to use the iPhone rather than reproduce every distraction on a larger screen.
As iOS 27 expands capabilities for audio, communication, navigation and driving-task apps, the catalog is likely to keep growing. The more useful evolution will be deeper integration with the Dashboard, Siri and vehicle controls—not simply another row of icons.
Apple today increased the price of Apple Music and some Apple One subscription bundles. An individual Apple Music subscription is now $1 more expensive in the United States, going from $10.99 to $11.99 per month.
Pricing on the Apple Music Family plan increased by $3, increasing from $16.99 to $19.99. Student pricing is up $1, with the plan now priced at $6.99.
The price of the individual Apple One plan hasn't changed, but the Family and Premier plans have gone up $2. The Family plan is now $27.95 per month and the Premier plan is $39.95 per month. Apple has also raised prices in Brazil.
In a statement to Music Business Worldwide, Apple said it was raising prices due to the "result of rising licensing costs." Apple Music prices were last increased in October 2022.
Spotify is testing a new "Talk to Spotify" AI feature for Premium subscribers that will let them chat with an AI assistant to explore music, podcasts, and audiobooks. The feature can answer questions about what users are listening to, adjust playback through follow-up prompts, and offer more personalized recommendations. The Verge reports: Amazon Music introduced a similar feature last year when it integrated Alexa Plus into the service. Spotify's chatbot goes a step beyond providing AI-powered recommendations and general trivia, however, because it references your playlists, favorite artists, repeat listens, and listening data when responding to requests. That means you can ask questions about your own listening history to check when you first heard a specific song, or see what genres you've been into lately if you can't hold out for the annual Wrapped insights.
The updated AI capabilities are more conversational than older features like Prompted Playlist, which automatically builds playlists based on descriptions. Now, you can ask the Spotify chatbot to "play some songs I haven't heard before," and control what's being played with further instructions like requesting specific artists or asking to make it "more upbeat." Spotify says the new conversational experience aims to make the platform "more personal and useful for every listener," making this one of several ways that the company is trying to address complaints about its algorithm.
You can also ask the Spotify AI general questions about whatever you're listening to, making the feature feel similar to using chatbot services like Google's Gemini or OpenAI's ChatGPT. That includes asking for when a song was released, exploring other titles an author has written when listening to one of their audiobooks, or checking if a podcast guest has appeared on other audio shows.
In a feat of engineering that borders on magic, the best wireless earbuds can silence the noisy world around you at the tap of a finger. So, why would you buy open earbuds, which are specifically designed to let in environmental sounds?
Frankly, I didn’t understand the appeal of them either until I started testing them, and now I use open earbuds even more than my noise-cancelling earbuds. For situations from hiking to running errands, these are the headphones you should be wearing. Here’s what you’re missing out on, and a few of the best pairs to try.
Best overall open-ear earbuds:
Soundcore Aeroclip Open-Ear Earbuds
Best premium open-ear earbuds:
Bose Ultra Open Earbuds
A groundbreaking study conducted by researchers at the Centre for Digital Music, Queen Mary University of London, reveals a profound cultural shift in the moral fabric embedded within popular music lyrics over the past six decades. By leveraging advanced computational techniques combined with artificial intelligence and linguistic analysis, the team has mapped an evolving landscape in song lyrics that reflects broader societal changes in emotional expression and moral values. This unprecedented research charts the decline of traditional virtues and a concurrent rise in language expressing moral vices, offering a new window into the collective psyche and cultural dynamics of modern society.
Popular music has long been acknowledged as a mirror to societal trends and sentiments, but this study elevates that understanding by quantitatively analyzing over 380,000 English-language songs released from 1960 through 2023. The researchers employed sophisticated natural language processing (NLP) algorithms to decode the moral themes present in song lyrics, categorizing emotional and ethical content within a scalable, data-driven framework. This expansive dataset incorporated multiple genres and both mainstream Billboard hits and lesser-known tracks, ensuring a comprehensive reflection of popular music’s lyrical evolution.
At the core of the research was the classification of lyrics according to moral foundations theory and sentiment analysis. The study tracked expressions linked to moral virtues such as care, decency, and loyalty alongside vices including harm, cheating, subversion, and degradation. Findings indicate a marked decline in lyrics invoking virtues, while negative sentiments—particularly those communicating conflict, anger, disgust, and antisocial behavior—have steadily surged. This dichotomy reveals not only changes in lyrical content but hints at a deeper transformation in cultural narratives and societal priorities over time.
Dr. Vjosa Preniqi, the lead author and a scholar in digital music research, elucidated the significance of these findings: music transcends entertainment—it functions as a cultural storyteller, encoding and broadcasting evolving societal values. Her insights emphasize that shifts in lyrical moral expression are nuanced and influenced by multiple factors, including genre-specific storytelling traditions and varying “shock-factor” tendencies within particular musical styles. This variation underscores the complexity of interpreting music as a cultural artifact and highlights the layered nature of moral discourse embedded within artistic expression.
Methodologically, the research utilized two expansive datasets: the WASABI dataset, featuring over 377,000 English lyrics spanning 1960 to 2010, supplemented by 5,500 top-charting singles from Billboard’s year-end charts extending into 2023. By integrating these datasets with machine learning models capable of semantic analysis and moral sentiment classification, the study achieves a level of granularity previously unattainable in cultural studies of music. This approach enables the detection of longitudinal trends in the interplay between emotional content and moral narratives on a scale unparalleled in previous literature.
One of the most striking revelations of the study is that the increasing prevalence of moral vices in lyrics does not simply reflect artistic rebellion or sensationalism but may symbolize broader societal shifts. The language of harm, subversion, and degradation capturing anger and disenchantment appears increasingly normalized within popular culture, potentially mirroring heightened social fragmentation, evolving attitudes towards authority, and intensified exposure to conflict in everyday life. This observation supports the thesis that popular music acts as a barometer, dynamically reflecting collective emotional states and moral orientations.
Another dimension explored by the study is the interplay between gender categories of artists and the moral tenor of their lyrics. Despite the acknowledged binary limitations in classifying artist gender within the datasets, patterns emerged showing that female artists more frequently express themes of care, loyalty, and social connection in their songwriting. In contrast, lyrics by male and mixed-gender groups tend to underscore themes related to conflict, harm, and degradation. These gendered moral narratives expose the complex ways identity, social roles, and cultural expectations are negotiated through musical storytelling.
Furthermore, genre-specific analysis elucidates diverse moral landscapes within popular music. Certain musical styles, such as soul and folk, are more closely associated with narratives centered on care, compassion, and communal values. Other genres, including punk, heavy metal, and hip-hop, often embrace vices and narratives of rebellion, subversion, and darker emotional states. This differentiation highlights how genre conventions shape and channel moral expression, reflecting distinct subcultural values and emotional registers within the broader musical ecosystem.
Senior author Dr. Charalampos Saitis underscores the reciprocal nature of music and culture, emphasizing that music both influences and responds to societal transformations. The capacity to quantitatively track these changes in moral storytelling within millions of song lyrics offers an innovative tool for sociologists, psychologists, and cultural theorists interested in the dynamic interplay between art and social values. These insights carry implications for understanding identity formation, cultural cohesion, and the emotional climate of contemporary society.
The technological underpinnings of the study represent a significant advancement in digital humanities and computational social science. By harnessing state-of-the-art artificial intelligence techniques, the researchers effectively decode complex moral and emotional dimensions traditionally accessible only through qualitative analysis. Such methods pave the way for future interdisciplinary research exploring cultural production, emotional expression, and moral evolution across diverse media, moving beyond anecdotal evidence to empirical, high-resolution cultural analytics.
This groundbreaking research arrives at a critical juncture when debates surrounding mental health, social fragmentation, and cultural transformation dominate public discourse. The study’s insights suggest that music, as a pervasive and influential cultural medium, encapsulates shifting emotional norms and value systems that both reflect and shape collective human experience. Understanding these trends holds profound importance for policymakers, educators, artists, and cultural leaders seeking to engage with society’s evolving moral landscape.
In conclusion, the evolution in moral expression documented by this study reveals a society increasingly confronted with complexity, ambivalence, and conflict as encoded in its popular music. The gradual erosion of lyrical virtues signals a transformative cultural moment, one where music captures the tensions and contradictions of a world in flux. This research not only amplifies our understanding of music as cultural commentary but also opens paths for deeper engagement with the ethical dimensions of artistic expression in the digital age.
Subject of Research: Evolution of moral expression in popular music lyrics from 1960 to 2023
Article Title: Evolution of moral expression in song lyrics
Keywords: moral values, popular music, song lyrics, cultural change, digital music analysis, artificial intelligence, sentiment analysis, emotion expression, social values, genre differences, artist gender, moral foundations
Atlantic reporter Alex Reisner recently uncovered four datasets of music being used to train AI models and made them fully searchable for the public. Two of the sets are absolutely enormous at 12 million and 9 million tracks. The other two are much smaller, but still represent a significant amount of training data at over 100,000 songs each.
According to Reisner, the sets have been downloaded thousands of times and, while it's impossible to know exactly who has used them, Google and Stability have both confirmed they have in research papers. Some of the sources, like the Free Music Archive dataset, are free to stream for personal use but re …
Indulging in the “Dark Souls of synthesis.” | Image: Aleksander Stojanov / Hainbach
Stefan Paul Goetsch, better known as Hainbach, is a German experimental composer, artist, and YouTuber who is perhaps most famous for making music with laboratory equipment and scientific instruments. He describes it as being like the "Dark Souls of synthesis." Despite using "hard mode" production techniques that often rely on telephone line testing equipment and gear salvaged from nuclear testing facilities, Hainbach is also incredibly prolific, releasing six albums in 2025 alone, along with a handful of singles and EPs. His latest, Gentle Hum, is a collaboration with Ah! Kosmos (Turkish composer, Başak Günak). The album is a melancholic co …
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