Moreover, the AI landscape has been facing headwinds in the world of investment. Recent studies have shown that using AI in marketing pitches can actually deter potential customers, casting doubt on some of the more grandiose claims about AI’s transformative potential. This cooling enthusiasm has left many investors increasingly sceptical about the technology’s real-world impact.

However, amidst these challenges and controversies, there are specific applications of AI in music marketing and fan engagement that show genuine promise. These practical uses of AI technology could potentially help artists, marketers, and fans alike, offering tangible benefits without the ethical quagmires associated with AI-generated music.

In this article, we’ll explore how AI is being leveraged to enhance fan experiences, streamline marketing processes, and create more personalized connections between artists and their audiences. From AI-powered chatbots and predictive analytics to personalized content creation and social media optimization, we’ll examine the concrete ways in which AI is reshaping the landscape of music marketing and fan engagement.

While it’s crucial to approach AI with a critical eye and acknowledge its limitations and potential drawbacks, understanding its practical applications in music marketing can help industry professionals navigate this complex technological landscape more effectively. 

Personalized Fan Experiences

AI is dramatically enhancing the way fans interact with music and artists. Platforms like Endel are using AI to create personalized soundscapes based on listeners’ environments and moods, adapting in real-time to factors like weather and location. Warner Music Group’s partnership with TheWaveVR is taking this a step further, offering immersive virtual reality concerts that transform the live music experience.

The impact of these AI-driven personalization efforts is significant. Platforms leveraging AI for personalization have reported a 30-35% increase in user engagement and streaming numbers. This trend is set to continue as AI becomes more adept at understanding and catering to individual preferences.

AI-Powered Marketing Strategies

For marketers, AI is proving to be a revolutionary tool. Platforms like Landmrk use AI to create location-based experiences, unlocking exclusive content for fans based on their geographical location. This not only increases engagement but also provides valuable data for future marketing efforts.

AI is streamlining workflows for marketers by automating tasks such as content creation, campaign management, and data analysis. Reports suggest that AI-driven marketing tools can reduce campaign management time by up to 40% while increasing campaign effectiveness and audience reach.

Personalized Content Creation

AI’s ability to analyze fan data and create customized content is transforming marketing strategies. From personalized news articles and videos to AI-generated art and merchandise, the possibilities are vast. For instance, AI can create customized social media posts, captions, and stories tailored to individual fan preferences. It can even compose playlists for fans.

AI-generated content isn’t limited to text and music. Some platforms are using AI to create unique and personalized merchandise, such as limited-edition jerseys based on real-time events and fan preferences.

AI Chatbots for Fan Interaction

AI chatbots are becoming increasingly sophisticated in their ability to provide personalized fan interactions. Artists like Maroon 5 and Dua Lipa have used AI chatbots to engage fans with personalized messages and quizzes, resulting in interaction rate increases of over 50%.

In the sports world, teams like Arsenal London and the NBA’s Golden State Warriors have implemented AI chatbots to provide fans with live match updates, player statistics, and personalized content. These chatbots not only answer queries but also collect valuable fan data that can inform future marketing and production strategies.

AI in Social Media Marketing

Social media remains a crucial platform for music marketing, and AI is enhancing its effectiveness. Tools like Socialbakers, Predis.ai, and Symphony offer advanced audience insights, content generation, and posting optimization. These AI-powered platforms analyze user engagement to guide posting strategies, optimize content, and track performance.

Some music labels have reported increases in engagement rates of 25-30% on platforms like Instagram and Twitter by using AI for social media analysis. AI can help streamline social media strategies by suggesting content ideas, generating text, creating and enhancing visuals, suggesting trending hashtags and emojis, and even translating content into multiple languages.

Predictive Analytics and Trend Forecasting

One of the most exciting developments in AI-assisted marketing is its ability to predict music trends and identify potential hits. Platforms like Instrumental use AI to scour streaming platforms and social media to find emerging artists and tracks before they hit the mainstream. This technology has led to the discovery of artists who later signed major deals, demonstrating the predictive power of AI in music trend analysis.

AI can also provide predictive analytics for fans, helping them make informed decisions about things like fantasy sports teams or sports betting activities. This adds another layer of engagement and interactivity to the fan experience.

The Future of AI in Music Marketing

Looking ahead, the impact of AI on music marketing is expected to be profound:

• For fans, AI will lead to even more personalized and engaging experiences. AI-powered recommendations, interactive content, and virtual events are likely to become the norm.
• For artists, AI will enable greater creative freedom and provide better insights into fan preferences. New revenue streams may emerge, with AI-generated music and voice licensing becoming more common.
• For marketers, AI-powered tools for content creation, audience analysis, and campaign optimization will become essential. This will lead to more effective and efficient marketing campaigns.

From personalized experiences and AI chatbots to predictive analytics and trend forecasting, AI is reshaping how artists connect with their audience and how marketers promote music. While challenges and ethical considerations remain, the future of music marketing with AI looks promising, with more personalized, engaging, and effective campaigns on the horizon. 

The post Beyond the Hype: AI’s Practical Applications in Music Marketing and Fan Engagement appeared first on Byta Blog.

The music industry is adapting to significant changes with the integration of artificial intelligence. These advancements are directly impacting business operations, from enhancing trend analysis and royalty distribution to improving personalized user experiences and effective content protection. AI’s role in the industry marks a shift towards more data-driven decision-making, opening new avenues for revenue generation and operational efficiency in music creation, distribution, and licensing.

Revolutionizing Music Prediction and Trend Analysis

The ability of AI to predict music trends represents a major breakthrough. AI algorithms already analyze vast amounts of data from streaming platforms, social media, and other digital interactions to identify potential hits. By detecting early viral growth signals, these AI systems can predict which songs or artists are likely to become popular. This marks a significant shift from traditional methods that rely more on industry intuition than on data-driven insights. Such predictive data is helpful for artists and record labels in strategizing releases and marketing campaigns, ensuring maximum impact and audience reach. And it can generate up to $728 million annually for key industry players through a 30% improvement in predictive streaming analytics. (Music Forecasting Report 2023).

Transforming Royalty Optimization

Separately, AI’s impact on optimizing royalty payouts and recalculating royalty distributions is equally transformative. By employing advanced techniques like Monte Carlo simulations, AI can more accurately project future streaming revenues, ensuring fairer compensation for artists, especially for long-tail tracks that accrue revenue over extended periods. This approach aligns the interests of artists and labels with the streaming platforms, fostering a more sustainable music ecosystem. The projected increase in revenue capture, estimated at 13%, signifies a substantial financial benefit for the industry, particularly for niche genres and independent artists.

Delivering Hyper-Personalized Experiences

In the realm of consumer experience, AI-driven personalization is setting new standards. Over 80% of listeners now have their listening experience shaped by AI. Indeed, platforms like Spotify and Apple Music use sophisticated algorithms to analyze listening habits, creating bespoke playlists that resonate deeply with individual users.
Adaptive streaming platforms, leveraging AI, act as personalized DJs, recommending music aligned with individual users’ interests, moods, and reactions. These platforms use generative algorithms to compose custom soundtracks adapted to users’ real-time engagement signals. This level of personalization is a significant shift from the traditional model of music discovery, where selections were often based on broader, less personalized criteria.

Enhancing Metadata for Better Discovery

AI is also revolutionizing how music is catalogued and discovered through metadata enrichment, as AI has already been used to tag millions of tracks with detailed descriptors. This technology goes beyond basic categorizations like genre, delving into mood, instruments, and era, significantly enhancing the music discovery process. Such enriched metadata is crucial for streaming services, as it powers recommendation engines and facilitates more accurate and engaging user experiences. The impact on music licensing is notable too, with a predicted 15% increase in revenue as platforms can offer more targeted and contextually relevant music choices to their customers.

Safeguarding Content & Royalties

The role of AI in protecting intellectual property and managing royalties is another area of significant advancement. Innovative tools demonstrate how combining audio fingerprinting with predictive analytics has improved the detection of copyright violations by over 30%. This proactive approach to content protection is essential for maintaining the integrity and financial viability of the music industry. Similarly, AI-driven behavior analysis techniques are becoming increasingly effective in identifying potential copyright offenders early, preventing the escalation of infringement issues.

Democratizing Music Creation

AI is breaking down barriers in music creation, making it more accessible to a wider range of artists and creators. Machine learning tools are now enabling amateur musicians to produce original tracks by combining various instruments, styles, and rhythms. It will allow for the creation of studio-quality vocals from just lyrics and melodies. This technology opens up new possibilities for musicians who may not have access to expensive studio equipment or professional vocalists, allowing for a broader range of creative expression and diversity in music creation.

Economic Impact and the Future of Music Experience

The transformative power of AI in the music industry is not just a matter of artistic innovation or technological advancement; it’s also an economic game-changer. According to a projection by PwC, by the year 2030, the total economic impact of AI on the music business is expected to exceed a staggering $7.5 billion globally. This figure underscores the immense financial potential that AI brings to the table, far surpassing mere operational improvements or cost efficiencies.

But the influence of AI extends well beyond monetary metrics. It heralds a new era where music becomes deeply integrated into personalized applications, immersive experiences, and interactive multimedia. In this future, music transcends traditional listening experiences, evolving into an essential, dynamic component of daily life and digital interaction.

AI is at the forefront of this creative frontier, crafting a world where synthesized sound not only complements but also dynamically reacts to real-time events and user environments. Imagine music that changes its rhythm and tone to match your mood as detected through biometric feedback, or soundtracks that adapt seamlessly to the narrative of an interactive virtual reality experience. This level of integration signifies a profound shift in how music is experienced, moving from a passive background element to an active, responsive participant in our interaction with technology and media.

This evolution in music’s role, powered by AI, promises to redefine the art form itself. It invites a future where music is not just heard but experienced in a multitude of new, engaging, and personalized ways, fundamentally altering our interaction with and perception of music as a fundamental human art form. AI emerges as a technological advancement that can be a beacon of positive transformation. 

The post A Symphony of Algorithms: Revolutionizing Music with AI appeared first on Byta Blog.

I’m Jamie Dee Hart, Founder of Hart & Songs. Hart & Songs is an artist development company based in Los Angeles, CA. We specialize in artist and rights management.

What are you currently listening to? 

Too much to count! My favorite thing to do is check out my Spotify Discover Weekly playlist and add my favorites to my very own Jamie’s Jams playlist. The algorithm really understands me and knows exactly what I love. 

Give us a small insight into your daily routine? 

With wearing many hats, my daily routine is quite dynamic including managing various client tasks. I’m a firm believer in the power of daily to-do lists; they keep me on track. A significant part of my day involves keeping my management clients in the loop. We touch base multiple times a week to discuss upcoming releases, ongoing marketing campaigns, and brainstorm our strategy. I’ve always been a bit “Type A” when it comes to organization.

For my catalog management clients, I often find myself knee-deep in Excel spreadsheets, meticulously gathering metadata for each song in their catalog. Onboarding new rights management clients is a process I’ve honed in to a tee. Making sure we have all the info needed for the master catalog template is a crucial part of my process, and it can be quite overwhelming for clients that thrive on the creative side of things but struggle with the business side of the music industry.

Many of my catch-up meetings mainly involve combing through a client’s SoundExchange account, pinpointing any registration issues, or identifying what’s missing. Catalog management is data-heavy work, and my organizational skills are put to the test daily. Each catalog is unique; some are massive with 3-6 writers per song, while others are more straightforward with only 1 or 2 collaborators on each composition. It’s a mix of big and small tasks that keep me on my toes.

Over to you, Jamie…

Getting Your Artist’s Rights House in Order

As the music industry rapidly evolves, one of the persistent conversations I’ve been engaged in revolves around the complexity of royalty collection. Amid this constant growth, digital rights management often seems to lag behind, struggling to keep pace with the development of online platforms hosting musical content. The challenge becomes stark when considering how independent artists and songwriters struggle to navigate the complicated process of collecting their rightfully earned royalties.

To secure what’s rightfully theirs, these creators require not just knowledge but also a significant investment of time, support, and resources that are often beyond their reach. While platforms like TikTok and Instagram have undoubtedly democratized visibility for creators, this newfound exposure also amplifies the necessity for safeguarding and claiming their copyrights online.

Accurate metadata collection and organization present a critical pain point within the realm of publishing and rights collection. It’s a world where inaccurate data tied to songs is rampant. Virtually every client I’ve worked with has encountered instances where they see their share of a song incorrectly registered or faced the challenge of bad actors falsely claiming their sound recording through content ID on social platforms. The list of issues seems endless. Alongside the barrier to entry that impedes creators’ knowledge in collecting royalties, there exists a convoluted mess of misinformation that demands diligent cleanup efforts.

Looking ahead, I foresee an impending shift in the music publishing and rights management landscape. There lies a great opportunity for specialized companies to step in and alleviate this burden of collection. Presently, traditional music publishers and administration companies grapple with the sheer volume of content, unable to efficiently scale their operations to accommodate this exponential growth. Often, the return on investment for the multitude of writers and creative services available doesn’t align with the needs of the songwriters in today’s expanding landscape.

This presents an opening for dedicated rights management companies to focus solely on the collection aspect until an artist or songwriter is prepared to sign with a publisher. Such entities could serve as an invaluable resource, bridging the gap between creators and the eventual transition to established publishing firms. By specializing in the intricate task of royalty collection, these companies could provide a crucial stepping stone for developing talents, ensuring they receive their due recognition and compensation in the digital sphere.

I love being able to aid remarkable artists and writers in claiming the royalties rightfully owed to them. Whether they’ve been in a transition phase between management, self-managed, or simply required an expert in rights management to support their team, it has been immensely rewarding to contribute to the greater good of creators. There’s a distinct facet within this industry that demands more passionate individuals dedicated to copyright protection, individuals who can adeptly piece together the missing elements. Being a musician myself from a young age, helping artists/songwriters protect and collect their copyrights brings me immense joy. It’s not just a job; it’s my commitment to ensuring artists get the recognition and compensation they deserve. My hope is that we all collectively empower artists and create a fair and thriving creative community through copyright protection.  

My goal is Digital rights management and royalty collection is definitely not the most “sexy” part of the music industry but it’s crucial to giving creators the means to continue to create their art and collect what is rightfully theirs. 

Where should readers go to find out more? Any further reading or digital gurus to recommend?

Companies and organizations to follow:

The NMPA is a great industry leader in fighting for music publishing rights and conducts studies yearly as well as pursues legal action against companies/platforms that do not pay proper licensing fees for musical content.  https://www.nmpa.org/ 

SONA is a great organization that fights for songwriters and played a role in the creation of the Music Modernization Act. They have great resources for their members and make an impact on the landscape of music rights. https://wearesona.com/

Thanks for being part of Byta‘s Digital Dialogue series, Jamie!

The post Getting Your Artist’s Rights House in Order, with Jamie Dee Hart (Hart & Songs) appeared first on Byta Blog.

Miss part 1? Click here to read ‘Navigating the AI Revolution in the Music Industry’.

Artificial Intelligence (AI) has significantly impacted the creative process in music, revolutionizing the way compositions are created, performances are delivered, collaborations are formed, and productions are realized. In this second part of the exploration, we seek to dissect the nuanced roles AI plays across these domains, scrutinizing the progress in generative AI, the totality of music creation by AI, and the intricate interplay between AI and human artists.

The New Composition Landscape

The composition landscape in music has been significantly altered by generative AI. By analyzing large datasets of musical compositions, these advanced algorithms can identify intricate patterns and structures within the music. They are then trained to replicate the styles of specific artists, which allows for the creation of new music that bears the distinctive sound of those musicians. AI music generators, such as AIVA, represent this trend, offering the ability to quickly produce music in various styles. This capability has made them an asset for composers seeking to expand their creative horizons and for the industry that is ever in pursuit of innovative sounds. There remains a debate about the originality and emotional depth of AI-generated compositions compared to those created by human musicians.

The Evolution of Performance

AI’s impact on performance is equally transformative. Technologies like Yamaha’s AI Music Ensemble Technology exemplifies this. They analyze the nuances of human performance and generate a complementary performance in real-time. This allows for a seamless blend of human and AI musicianship, creating a new kind of ensemble where the boundaries between organic and synthetic sounds are blurred. The potential for such technology extends beyond mere accompaniment, hinting at a future where AI could contribute to live performances in unpredictable and dynamic ways. However, it also prompts discussions about the authenticity of live performance when AI is involved and the implications for musicians whose roles may be altered by these technologies.

Collaborative Frontiers with AI

The collaborative potential of AI in music is vast. AI systems can now analyze inputs from a variety of sources, including pianos and orchestras, and use this information to contribute creatively. This has led to AI being used not only to accompany human performances but also to control aspects of the performance environment, such as lighting and video, creating a more immersive experience. Researchers continue to explore these interactions, seeking to understand and enhance the creative synergy between humans and AI in the music-making process.

Production Transformed by AI

In production, AI offers tools that promise to simplify and expedite the creative process. For instance, AI-powered tools like Magenta and Orb Producer Suite can assist in generating musical patterns and elements, potentially saving time for producers and musicians. These tools create algorithms and new music by learning from large datasets of musical compositions. While these tools can be advantageous, especially for independent artists, there is an ongoing discussion about the impact of such technology on the production landscape, including concerns about homogenization of music and the potential devaluation of human expertise.

Weighing AI’s Impact on Music Production

AI’s role in music production is characterized by both potential benefits and drawbacks. On one hand, AI can enhance efficiency and open up new creative possibilities. On the other hand, there are concerns about the loss of originality, quality issue and the potential for AI to produce music that lacks the nuanced expression of human-made compositions. Additionally, the risk of job displacement for musicians and producers and the unresolved nature of copyright issues present significant challenges.
AI-generated music, while innovative, may sometimes lack the emotional depth and authenticity of human-composed music, and the risk of a homogenized musical landscape is a pressing concern.

When AI Misses the Beat

Not all AI-generated music meets the mark, with certain attempts facing criticism for lacking the depth and authenticity of human composition. An AI rendition of The Weeknd’s “I Feel It Coming,” intended to mirror Michael Jackson’s style, fell short in emotional depth. Similarly, AI platforms like Jukebox and MusicLM have faced scrutiny for quality. Even attempts to replicate the style of renowned composers like Hans Zimmer with AI have fallen short, with a Disney director opting for Zimmer’s authentic composition over the AI-generated piece.

Musicians themselves have mixed reactions to AI-generated music. While some, like Liam Gallagher and Grimes, have praised AI’s potential, others like Selena Gomez and Drake have voiced concerns about its impact on creativity and job security. Musicians like Alfa Mist acknowledge AI’s utility in certain aspects of production but emphasize the irreplaceable value of human experience in music creation.

Navigating Copyright and IP Challenges

The integration of AI in music creation also brings to the fore complex issues regarding copyright and intellectual property. Some platforms address this by offering subscriptions that allow users to claim copyright ownership of the AI-generated compositions.  However, the legal framework surrounding AI-generated content is still in flux, and the implications for copyright law and ownership are subjects of active legal debate.

The landscape of AI music production tools — from Magenta Studio to Orb Producer Suite, from Amper to AIVA, Jukedeck, and WavTool — presents a spectrum of possibilities for integration into the creative process. Each tool carries its own set of rules and rights, offering a tailored fit for artists ranging from hobbyists to professionals, ensuring that the power to create and the rights to ownership remain firmly in the hands of the creator.

Navigating the intricate dance between AI and music, we find ourselves at a crossroads of innovation and tradition. As we chart this unexplored territory, the music industry must wield AI with a conscientious hand, ensuring that this technological marvel serves as a bridge to new artistic landscapes, not as a divider between the creator and the craft.

Stay tuned for part 3 via the Byta blog. If you missed part 1, click below:

The post The Multifaceted Role of AI in Music Production: Advancements, Collaboration, and Copyright appeared first on Byta Blog.

Community building is frequently discussed as a solution to the gender equality challenge faced by women and non-binary individuals in the music industry — both on the mic and in the boardroom.  

For example, according to the 2022 Annenberg Inclusion Initiative Report, women represented only 30% of the 160 artists on the Billboard Hot 100 year-end chart. Men made up 69.4%, and artists who identified as non-binary made up less than 1%. That 30% representation number is slightly better than the 11-year average, which places women at 22.3% of the total. The numbers are not as rosy behind the scenes.

How do we challenge these numbers? As addressed in a previous article, spaces and communities are crucial for empowerment and support — they combine your smaller, individual efforts to achieve larger goals faster and more ambitiously. Whether you’re just getting started or looking to expand your network, here are ten ideas to help you build new connections:

Create an online presence.

It’s usually the first advice anyone gives about making connections in the music industry, and that’s because it works. Make yourself discoverable by establishing an online presence by creating a website or using platforms like SoundCloud, YouTube, or Bandcamp to showcase your work. Sharing your music and engaging with your audience can attract other people in the industry.

Keep using social media.

Not only is social media the crème de la crème for music discovery (TikTok being the most popular amongst Gen Z — used by 45% of those aged 18-24), but social platforms can be powerful tools for finding your community.  There are the usual suspects like TikTok, Instagram, and Facebook, but I’ve also found support and inspiration through the likes of Reddit. Follow and engage with female musicians, producers, managers, and other industry professionals. Join music-related groups and forums where discussions and connections are actively happening.

Attend industry events.

Look for music industry events, conferences, workshops, and seminars in your area or online. Many of these events offer networking opportunities. Attend those that are relevant to your genre or area of interest. When I worked at a rehearsal studio network, my hands down favourite thing to do was get out to events and meet people, the artists and producers who used our spaces. It genuinely was the highlight of my job! Through some of these events, I met many fantastic people we collaborated with on writing, photography and other projects.

Join women-focused music organisations.

Many organisations are dedicated to supporting women in music, such as Women in Music, She Is The Music, and the F-List. Joining these groups can provide access to exclusive events, forums, and networking opportunities. Looking for one in your country or region is the first step.

Collaborate on projects.

Seek opportunities to work with other musicians, songwriters, producers, and artists. Collaborative projects can lead to valuable connections and open doors to new opportunities.

Take a global perspective.

International collaboration is an excellent source of inspiration, mainly when working with people in a different culture. While there’s still a bit of a latency problem to be solved, there are considerable benefits in connecting with artists worldwide.

Attend female-focused workshops and masterclasses.

Look for workshops and masterclasses designed explicitly for women in music. These events often include networking sessions to meet and connect with like-minded individuals. They’re out there, happening the world over — for example, Mix Nights is an initiative for aspiring and emerging DJs in the UK, while in New Zealand, Women About Sound offers songwriting workshops and more.

Online networking platforms.

Well, there is always LinkedIn. But why not consider specialised music industry platforms like Music Gateway or ReverbNation, which often have features for connecting with other professionals in the industry? Create a compelling profile and actively reach out.

Attend local music shows and open mics.

Support local female artists by attending their shows and open mic nights. These events can be excellent places to start conversations with musicians, songwriters, and others who share your interests. My friend Kate in Los Angeles, aka Feathers, is the queen of connecting via performance (and sharing it all on Instagram).

Attend virtual events.

In addition to in-person events, explore virtual events and webinars (like Byta’s very own series #HowWeListen). These can be convenient ways to network from the comfort of your space.

Remember that this is all about building relationships, so be patient and persistent. It’s not just about what you can get but also what you can give. Be genuine in your interactions, offer support and encouragement to your fellow artists, and be willing to help when possible.  Over time, your network of women in the music industry can become a valuable resource for collaboration, mentorship, and career growth.

Ten Practical Tips: Finding a Community for Women Creators is part two of an article series by Amber Parkin. To head back to part 1, Women in Music: Building a Strong Music Community for Gender Equality, click here.

Sign up for more articles and updates from Amber Parkin here!

The post Ten Practical Tips: Finding a Community for Women Creators appeared first on Byta Blog.

In 1955, a Stanford University professor introduced the world to the term “Artificial Intelligence.” This wasn’t just a new buzzword; it encapsulated a vision where machines could adapt and learn in a dynamic world, mirroring human cognition. Unlike deterministic machines of the past, AI thrives on probabilities. It scours vast data sets, identifies patterns, makes predictions, and then bases decisions on these forecasts.

Generative AI and Its Implications

One of the most intriguing offshoots of AI is Generative AI. As the name suggests, revolves around the concept of “generation.” In the context of the music industry, it’s not just about analyzing or processing existing musical content but actively creating new, original pieces. It’s “generative” precisely because it generates. Drawing from vast datasets of existing music (input), it recognizes patterns, understands structures, and then synthesizes this knowledge to craft melodies, rhythms, or even entire compositions (output). This capability to generate content, rather than merely replicate or modify, sets generative AI apart and offers transformative potential for the music industry, whether it’s creating background scores, assisting composers with fresh ideas, or even producing full-fledged tracks.

While the promise is immense, the challenge lies in ensuring these AI-crafted pieces resonate with the soulful depth that only human touch traditionally brings.

Tools like OpenAI’s MuseNet boast of their ability to compose across diverse styles, but their creations often come across as soulless and mechanically structured, devoid of the genuine emotional resonance that only human artists can infuse. Furthermore, MuseNet’s cumbersome and time-consuming process, taking hours to generate just a minute of music, raises questions about its practical utility. And the computational costs can be overly expensive.

On the production side, while AI-driven software promises precision in mixing and mastering, there’s a risk of over-optimizing and losing the raw, organic feel of a track. The commercial aspects of music are also being influenced, but not necessarily for the better. Labels and producers might be leaning on AI to predict the next hit, but this often results in formulaic choices, sidelining genuine talent for algorithm-friendly sounds.

Moreover, the so-called “personalized” playlists on streaming platforms, curated by AI, are less about musical discovery and more about keeping listeners in a comfortable bubble, analyzing patterns rather than introducing novel sounds. In essence, while AI has the potential to be a tool in the music industry, it should be used judiciously, ensuring that the soul of music isn’t lost in the cacophony of algorithms.

The Business Side of Music

The music industry is witnessing a transformative shift with the integration of Artificial Intelligence (AI). AI’s influence is evident in various facets of the industry. It serves as a muse in songwriting and recording, refines production processes, aids in marketing campaigns, and even ventures into drafting business documents and translating tracks for a global audience. Moreover, AI is streamlining data management, ensuring efficient handling of music rights and associated metadata.

However, the world of AI-driven music is diverse and multifaceted. On one end, there are tools designed to assist human composers, amplifying their creativity without overshadowing their unique touch. Some AI systems focus on assembling existing musical segments based on user preferences, resulting in compositions that feel both familiar and fresh. In contrast, certain AI models can mimic the style of iconic artists, creating a fine line between genuine inspiration and mere replication. Pioneering this AI movement are advanced systems like Meta’s MusicGen and Google’s Music LM, which boast the capability to autonomously craft original music. Yet, even these trailblazers have their limitations, particularly concerning the quality and duration of their compositions.

The rise of AI in music is not without challenges. A significant point of contention is the categorization of generative AI. The debate spans from those who argue that only entirely new compositions qualify as AI-generated to those advocating for a broader definition. This isn’t a mere play on words; the categorization holds significant implications for the development, application, regulation, and overall trajectory of AI within the music realm.

With the immense capabilities of AI comes a set of responsibilities. Training generative AI, which involves feeding it existing human-created music, opens a Pandora’s box of copyright concerns.

Questions arise: Who holds the rights to music birthed by AI? How are the royalties for such music determined and allocated? These queries extend beyond legal technicalities, touching the core ethics of creation and ownership. The ongoing negotiations among labels, distributors, music rights organizations, and AI companies are intricate. Often, these discussions risk sidelining the original music creators, emphasizing the urgent need for transparent and equitable agreements.

The Consent and Rights of Music Makers

In the whirlwind of technological advancements and legal negotiations, the very heart of music—the music makers—often find themselves sidelined. As AI delves deeper into the realm of music creation, the consent and rights of these artists become paramount.

Generative AI, while a marvel of technology, relies heavily on existing human-created music for training. This raises pressing ethical and legal questions: Do AI companies have the right to use an artist’s work without explicit consent? Do record labels, publishers and business partners have the right to license music catalogues to AI companies with the explicit consent of the music makers? How is the original essence of the music preserved, and how are artists credited when their work becomes part of an AI’s training set?

The music industry has always been a complex web of rights, royalties, and recognitions. With AI’s entry, this web is becoming even more intricate. While labels, distributors, and AI firms engage in negotiations, it’s crucial that music makers are not just passive spectators. Their voice, concerns, and rights should be at the forefront of any discussion or decision.

Music makers pour their souls, emotions, and experiences into their creations. Any use of their work, especially in training AI models, should come with explicit consent. This not only respects their rights but also acknowledges their invaluable contribution to the world of music.

Moreover, as AI-generated music becomes more prevalent, there’s a looming threat of overshadowing or even replacing human creativity. The industry must ensure that while AI can assist and augment, the human essence of music remains irreplaceable. Collaborative models, where AI aids music makers rather than competes with them, can be a way forward.

Tackling the bias

Navigating the intricacies of an AI-driven music industry is akin to charting unknown territories, filled with both opportunities and pitfalls. As with any emerging technology, the legal frameworks surrounding AI in music must be agile, adapting to the rapid pace of innovation while ensuring that AI’s operations remain compliant with the diverse regulations of different countries.

However, the challenges don’t stop at legalities. A pressing concern is the inherent biases that AI systems might harbour. AI’s learning is only as good as the data it’s trained on. If this training data predominantly consists of Western music catalogues, the AI might develop a skewed understanding, favouring Western musical structures, rhythms, and tonalities over others. This could inadvertently sideline rich musical traditions from other parts of the world, such as the intricate ragas of Indian classical music or the rhythmic complexities of African drumming patterns.

Language is another potential pitfall. If AI tools are predominantly trained on English lyrics, they might lack the nuance and depth required to generate or analyze songs in other languages with the same proficiency. This could lead to a homogenization of music, where diverse lyrical traditions are overshadowed by English-centric content.

Addressing these biases is not just a technical challenge but an ethical imperative. The music industry, which has always been a melting pot of global cultures, risks losing its rich diversity if AI perpetuates these biases. It’s crucial to establish robust ethical guidelines that ensure AI tools are trained on diverse datasets, representing the vast spectrum of human musical expression. 

Future Implications

The advent of AI’s real-time analytics heralds a potential shift in royalty distributions, making them more timely and adaptive. Yet, with this speed comes the pressing need for meticulous verification. The question arises: How do we validate the authenticity of AI-generated content, ensuring it’s not only accurate but also original and devoid of inadvertent copyright breaches? In this rapidly changing landscape, the permissions and rights conferred upon AI companies warrant meticulous scrutiny. It’s paramount to strike a balance where the rights of music creators, consumers, and other industry stakeholders are safeguarded and given precedence.

Contracts inked in a pre-AI era are now facing obsolescence and must undergo a thorough reassessment. Their clauses need recalibration to reflect the nuances and intricacies introduced by AI. Future contractual agreements should be anchored in principles of transparency, equity, and mutual respect for all entities involved.

As the industry charts its course into this new frontier, it must tread with a judicious mix of caution and ingenuity. The ultimate goal remains unchanged: to uphold the sanctity and essence of music, cherishing the emotions, narratives, and bonds it weaves, while simultaneously harnessing the transformative capabilities of emerging technologies.

Part 2 coming soon! Keep checking back on the Byta blog.

Reading in the meantime? Check Virginie Berger’s comprehensive guide to Demystifying Music Copyright and Licensing below.

The post Navigating the AI Revolution in the Music Industry appeared first on Byta Blog.

The challenge

The representation of women and gender-expansive talent in the music industry remains very low in all European countries. According to Keychange, an EU organisation, women represent 20% or less of registered composers and songwriters. Within the business side of music, women’s representation in positions of power and decision-making remains below parity. 

The numbers are even bleaker globally. A recent US study found that from 2012 to 2021, 12.7% of songwriters and 21.8% of artists were women, and behind the scenes, only 2.8% of producers were women. While the Grammys and other awards appear to ride a wave of feminist success, the statistics say otherwise. Stacy L. Smith, one of the studies’ authors, commented, “Despite industry activism and advocacy, there has been little change for women on the popular charts since 2012. Although the data reveal an increase for women of colour, these findings indicate [there] is more work to be done.” 

Looking at gender equality as a whole, one of the United Nations’ (UN) sustainability goals is to ‘empower all women and girls’ by 2030. As it stands, the UN estimates at the current rate of progress, it will take another 286 years to reform legal frameworks to promote, enforce and monitor gender equality in public life. This statistic effectively renders women, girls and gender-nonconforming people virtually invisible.

Initiatives for gender equality

So, how do we overcome this invisibility? Many organisations and initiatives exist to solve gender equality in music worldwide, including educational programmes, networking opportunities, equality riders, and inclusive policies. There are brilliant ideas to address what happens in the recording studio (Soundgirls, Cactus City), support the development of artists (Saffron Music), genre-specific initiatives (Change the Conversation) and venues or even provide support for gig-goers (like the UN Women UK initiative “Safe Spaces Now” and Safe Gigs 4 Women).

What do all of these initiatives ladder up to? Ultimately, these all build more robust community networks and connections. For example, studies show people feel a moral obligation to help those they know, far more so than strangers or abstract others. It’s the effect of putting a “face to a name” — you’re more likely to want to help someone with a gig slot, introductions, spare gear or mastering advice.

What binds us together?

I worked at a music studio startup during the day for a few years while completing my master’s degree in psychology at night. Time after time, at work, I heard references to “our community” — but I never could put my finger on what it meant when used in the context of the brand. On reflection, I realise the artists who used our studios weren’t connected by a strong enough thread other than being organised around the attendance at a physical location.

Does my dentist have a community because we all go to the same place for hygienist appointments? I’d argue no. So, what binds us, then?

This question has interested me in what makes a community, particularly with an intersectional approach.  Toby Lowe, a Professor of Public Management at the Centre for Public Impact, articulates the idea succinctly: “A community is a group of people who share an identity-forming narrative.”

It means a group of people who share a story that is so important to them that it defines an aspect of who they are. In the context of music, people see the world through the lens of shared experiences and creative output.

Criteria for a strong community

What are the criteria for a community? According to clinical and community psychologist David McMillan, there are four elements: membership, influence, reinforcement and a shared emotional connection.

These elements all contribute to the strength of a community. The first, membership, refers to belonging and personal connection among group members. 

The second, influence, means that individuals matter to the group and can make a positive difference. The third element is reinforcement, which relates to the group’s ability to meet the needs of its members.  Finally, you need a shared emotional connection built on experiences, history, and a sense of togetherness.

A strong community can bring people together to meet others’ needs while they meet their own. A more diverse and inclusive music industry could lead to more innovation and opportunities for everyone involved. Not to mention better music.

A strong community starts with safety

In music, embracing these elements can foster a supportive and inclusive environment — particularly when we recognise that within the ‘industry’ or even ‘women in music’, there are multiple grounds of identity. I’m adding psychological and physical safety to the criteria for community, too. It would be completely amiss to ignore the role these play in the success of women.

Last year, the UK government launched an inquiry into Misogyny in Music. The inquiry was met with many submissions of how attitudes have filtered through society, impacting the treatment of women and girls in music. It’s not just specific genres of music that are affected either. One anonymous piece of evidence described a negative experience in “classical choirs – both within Oxford University and in external professional choirs.” So much for blaming rap lyrics, then, as issues are equally prevalent throughout the popular music cultures of the working classes, folk, country and more.

While this piece of work is specific to the UK, there is no doubt that women in different regions and cultures face other similar systemic challenges in building productive, positive communities — due to societal beliefs, political or religious oppression or economic difficulties.

Future outlook

Interestingly, much of the evidence in the UK inquiry cited the existence of many grassroots, volunteer-led initiatives and groups. We know, too, that there are vast numbers of these equality projects worldwide, such as Arte Sonica Amplificada in Brazil or Women About Sound in New Zealand. There is the potential to harness network effects, with many budding organisations coming together for the greater good. 

The problem, perhaps, is the lack of industry support — where women’s representation in positions of power and decision-making remains below parity — and funding from various governments. 

However, we must maintain an inherently optimistic attitude to tackle significant challenges like gender equality. Music in itself is optimistic, we create because we hope it will express our feelings and maybe even connect. An optimistic community believes in progress and the possibility of finding solutions, driving creativity, persistence, and shared energy throughout the problem-solving process. Approaching problems with this perspective empowers us to navigate even the most difficult situations. Plus, it’s much more fun when we work together.

Conclusion

A unified music community to address gender equality will not happen overnight, but it is necessary we continue. I encourage everyone to actively participate in and support initiatives that promote diversity and inclusion in the industry — or step up and create the change we want to see in the world.

Words by Amber Parkin

The post Women in Music: Building a Strong Music Community for Gender Equality appeared first on Byta Blog.

Music royalties are a crucial aspect of the music industry, frequently associated with disputes between artists, songwriters, and labels. As a creator, understanding music royalties is essential before embarking on music production with collaborators to prevent future issues.

What are Music Royalties? 

Music royalties play a significant role as a major source of income for songwriters, composers, performers, and music publishers. These royalties are payments provided to musicians in exchange for the usage of their musical compositions, whether through online music services, radio airplay, TV advertising, or live performances.

Essential Concepts: Music Copyright and Licensing

Sound recording copyright protects audio recordings, such as songs and albums, granting the owner exclusive rights to reproduce, distribute, and publicly perform the sound recording. Typically, record companies control sound recording copyrights, although independent musicians or producers may also own them.

Songwriting copyright safeguards the rights of composers and songwriters, granting them sole ownership of their musical creations. They have the freedom to copy, share, perform, and broadcast their tunes. Songwriting copyright also empowers them to license their songs for use in various media, including movies and TV shows.

Understanding Music Royalties: How They Work

Music royalties can be generated through various channels like streaming services, radio airplay, TV advertising, and live performances. The songwriter, composer, publisher, or performer typically receives royalties based on their individual contracts. Several factors, such as the number of plays, song duration, and popularity, influence the amount of royalties paid. Performance rights organizations (PRO in the US, CMOs in Europe and other countries) play a key role in collecting and distributing royalties to the relevant rightholders.

Exploring Different Music Royalties

There are several types of royalties that musicians and music industry professionals should be aware of:

• Mechanical Royalties: These royalties are paid when a musical piece is duplicated, including physical copies or digital downloads. Authors, composers, or publishers usually receive mechanical royalties, which are calculated based on agreements and rates per unit of duplicated work.
• Performance Royalties: Songwriters, composers, and music copyright holders receive performance royalties for the public performance of their compositions. This includes live concerts, radio broadcasts, TV shows, and digital streaming services. The amount of performance royalties depends on factors like the music’s popularity and the type of media used for performance.
• Sync Royalties: Songwriters, composers, and music copyright holders earn sync royalties when their musical works are used in synchronization with visual media, such as movies and commercials. The amount is typically determined through negotiations based on factors like usage duration and popularity.
• Print Royalties: Songwriters, composers, and music copyright holders receive print royalties for the sale of sheet music or music scores containing their compositions. In the digital age, print royalties may also include the sale of digital sheet music through various online platforms.

What Is the Difference Between a Songwriter and a Publisher in Terms of Royalties? 

Songwriters receive royalties for creating music, including mechanical and live performance royalties. Music rights organizations or royalty collection companies typically pay songwriters. Publishers, on the other hand, earn royalties for licensing music for various uses, like in TV, cinema, or advertisements. Publishers may also receive mechanical royalties from music replication and share revenue with songwriters.

Collecting Music Royalties in the Digital Age

Collecting music royalties from digital services involves licensing agreements, usage monitoring, and payment processing:

• Licensing Agreements: Digital music services like Spotify and Apple Music negotiate licensing deals with record labels, publishers, and collecting societies to secure the rights to stream or download music.
• Usage Tracking: Digital music services track the consumption of songs through audio fingerprinting and metadata, recording data such as the number of streams or downloads, user location, and song length.
• Calculation of Royalties: Using usage information, digital music services determine the amount of royalties due to rights holders, such as record labels, publishers, and artists. Royalty rates may be based on a portion of the service’s revenue or calculated per stream/download.
• Payment Processing: Digital music services process payments to rights holders, typically on a monthly or quarterly basis.

While the process may seem straightforward, digital music royalties face challenges like complex ownership and distribution, a lack of transparency, varying royalty rates, piracy, and limited revenue sharing. These challenges can result in disputes over royalties, delayed payments, and reduced incomes for artists and rights holders.

Strategies for Collecting Music Royalties

To maximize music royalties, musicians and rights holders can take specific steps:

• Ensure songs are registered with music rights organizations or royalty collection agencies
• Monitor usage with tools and services like radio tracking ou data services
• Obtain licenses, and take legal action when needed

Protecting your work: For US Rights Holders

In the US, registering your work with the U.S. Copyright Office provides a public record and is crucial for filing a lawsuit for copyright infringement.

Protection your work: For European Rights Holders

In the EU, copyright is automatic upon creation of the work. While there’s no formal copyright registration, maintaining records of your work and the date they were created is recommended.

Registering with Rights Organizations societies:

Musicians should register their works with rights organisations societies to ensure accurate monitoring and payment for public performances. This requires providing basic information about the music, composers, publishers, and genre.

For US Rightsholders

– US artists should register with a Performing Rights Organization (PRO) such as ASCAP, BMI, or SESAC to manage their performance rights. These organizations license, collect, and distribute royalties for public performances of their members’ works.

– Mechanical rights are managed by The Mechanical Licensing Collective (MLC). US artists need to register with The MLC, which collects and distributes mechanical royalties from digital service providers.

– For digital performance royalties for sound recordings, US artists should register with SoundExchange, which collects and distributes these royalties when their sound recordings are used on digital platforms.

For EU Rights Holders

EU artists typically register with a Collective Management Organization (CMO), such as PRS for Music in the UK or SACEM in France. These organizations manage both performance and mechanical rights and collect royalties on behalf of their members.

You should consider affiliating with your local rights organizations for several compelling reasons, including effective communication channels but also subsidies, pension benefits, tax advantages and more. However, the decision may also depend on the current state of your rights organization in your country or whether your royalties predominantly come from online sources. In most cases, establishing a direct affiliation with your local organization is the optimal approach to ensuring seamless affiliation.

The affiliation process? 

Affiliating with a rights management society (CMO / PRO) is a serious commitment, both for the rights organization society and the rights holder member. It is essential to fully understand the implications of this affiliation. Several important steps come into play to ensure a smooth and comprehensive process:

• Personal Identification: The first step involves the accurate and complete identification of the songwriter as a natural person. This may require providing a copy of their ID and, in some cases, a photo ID. This verification is crucial to establishing the songwriter’s identity
• Banking Details for Royalty Payment: To facilitate the seamless payment of royalties following distribution, the songwriter must furnish the necessary banking details. 
• Consent to Society’s Articles and Rules: As part of the affiliation process, the songwriter is required to give their consent to the society’s articles and rules.
  • Territory and Rights Management: The territorial scope of rights management by CMOs is a critical aspect to understand. Rights entrusted to the CMO, such as general representation and broadcasting rights, are implicitly applicable within the territories they directly manage. Both parties should be aware of these territorial limitations and obligations.
  • Duration of the Contract: Affiliation with a CMO creates a long-term relationship, and both the rights organization society and the rights holder member should be fully aware of this commitment. The granting of rights to society is typically considered valid for life and may extend up to 70 to 80 years after the rights holder’s death. Resigning from the society is the only way to terminate the affiliation, but it can be a time-consuming process, taking from six months to one year for the resignation to become effective.
  • Exclusivity: Understanding the exclusivity of the affiliation is of utmost importance. In Europe, songwriters affiliated with a CMO cannot directly grant commercial use licenses for their works to music users. The issue of exclusivity of the contribution or granted license to the CMO becomes crucial, ensuring proper representation and management of the works

When it comes to affiliating with a rights management society, it is essential to exercise caution and take control of the process. Avoid signing up through third-party intermediaries who offer to do it for you. Instead, visit the official website of your local rights management society, carefully read the conditions, and don’t hesitate to ask questions before proceeding with the affiliation.

Signing up through third-party services might seem convenient, but it can lead to complications and potential misunderstandings. By directly engaging with your rights management society, you ensure that you have a clear understanding of the terms and conditions of affiliation. This empowers you to make informed decisions about your rights and royalties.

Is an independent musician in need of a publishing administrator?

For most independent musicians, especially those in Europe, hiring a publishing administrator may not be necessary. This is because rights organizations, both in the US and globally, have the capability to collect all royalties on behalf of the rights holder, both in their territory and worldwide. While the idea of having an additional layer of protection might seem appealing, it often means paying for services that your rights organization is already providing. To ensure the best outcome for your royalties, it’s crucial to maintain a direct relationship with your rights organization. Make sure your membership is properly set up, and keep them informed about any live performances or commercial use of your music.

In the majority of cases, involving a middleman such as a publishing administrator is unnecessary and may actually reduce your earnings. By being proactive and well-informed about your rights and royalties, you can effectively safeguard your creative work and income.

However, there are scenarios where hiring a publishing administrator could be worth considering. For instance, if you are a publisher with an extensive catalog of songs that becomes difficult to manage on your own, a publishing administrator can provide valuable support for registering with rights organizations. Additionally, if you collect a significant amount of royalties internationally or have not set up a publishing company to collect your publisher share, working with companies like Kobalt or Muserk could be beneficial.

Ultimately, hiring a publishing administrator will not circumvent rights organizations or alter the payment schedule. Instead, it simply adds another layer between your royalties, the payment sources, and the rights organizations. While the administrator may handle certain administrative tasks, the fundamental process of collecting and distributing royalties remains unchanged. Therefore, it is essential to carefully consider whether involving a publishing administrator is necessary for your specific situation and if the benefits they offer outweigh the potential complexities it may introduce to your royalty management.

Key Takeaways:

1. Importance of Music Royalties: Music royalties are vital income sources for songwriters, composers, performers, and music publishers, earned through various channels like streaming services, radio airplay, TV advertising, and live performances
2. Challenges in Digital Royalties: Collecting royalties from digital services involves licensing agreements, usage tracking, and payment processing, but challenges like complex ownership, piracy, and limited revenue sharing persist
3. Types of Music Royalties: There are different types of royalties, including mechanical royalties for duplications, performance royalties for public performances, sync royalties for music in visual media, and print royalties for sheet music sales. Each based on specific usage scenarios.
4. Affiliation with Rights Organizations: It is essential for proper management of royalties and protection of intellectual property rights. Joining a rights management society is a serious commitment that provides benefits such as proper identification, royalties collection but also music business education, subsidies for your project and many other benefits
5. Maximizing Royalties: Musicians and rights holders can maximize royalties by registering with collection societies, understanding and negotiating contracts, and properly licensing music for use to protect their intellectual property

Thanks for reading! Virginie Berger also recently wrote about ChatGPT for artists and music creators on the Byta blog, check that out right here!

The post Demystifying Music Copyright and Licensing: A Comprehensive Guide to Protecting Your Musical Creations appeared first on Byta Blog.

The expectations of transparency between listeners and artists have shaped the music industry’s dynamics in profound ways. Past moments of musical deception, such as the infamous Milli Vanilli lip-syncing scandal in 1989, highlight the detrimental effects of breaching trust. The incident, which unravelled during a performance in front of 80,000 people, resulted in numerous refund lawsuits and they were stripped of their 1990 Grammy Award. Similarly, Lana Del Rey faced accusations of inauthenticity and artifice in 2012 when she underwent an aesthetic pivot after releasing a less successful album under her birth name, Lizzy Grant. The cultural obsession with authenticity that ensued reveals the value fans, artists, and corporations place on genuine artistic expression.

AI applications for music are not new. AI-generated music encompasses a broad spectrum of possibilities, from lo-fi ambient music for stores to rights-free music for content creators and automated mixing and mastering. Most of us utilise invisible algorithm recommendations for our daily music consumption, making it easier to discover songs and artists.

However, two significant new aspects have come to the forefront. First, the resurrection of archival vocals, such as the forthcoming “lost” Beatles song, showcases the ability of AI to extract and utilise recorded voices from the past, breathing new life into old recordings. Sean Lennon commented on the process, saying, “He [Peter Jackson] was able to extricate John’s voice from a ropey little bit of cassette and a piano.”

Secondly, the rise of audio deep fakes, allows the creation of music that mimics a specific genre, artist, or lyrics. In April 2023, “heart on my sleeve,” featuring the facsimile vocals of Drake and The Weeknd, was released by TikTok user ghostwriter977 on various streaming platforms like Apple Music, Spotify, and YouTube.

These developments raise important legal and ethical questions surrounding fair use, copyright, and intellectual property rights, along with their value. Is there scope for AI to enhance artistic creativity and originality? If so, will it maintain the existing relationship between listener and artist?

Derivative works are inherently a part of how music develops over time. Deepening one’s relationship with music often involves discovering the DNA of a song. For example, the “Take Me To The Mardi Gras” drum break, featured in nearly 500 rap, hip-hop, and jungle tracks, or (one of my favourites), the sample of Edwin Birdsong’s “Cola Bottle Baby” in “Harder, Better, Faster, Stronger.” Often to move forward, we must look back.

However, the US Supreme Court’s recent decision on an Andy Warhol painting could reshape fair use law. The case discussed whether Warhol’s 1984 Prince artworks were protected under fair use or whether photographer Lynn Goldsmith’s 1981 portrait of the musician was hers alone. Ultimately, nearly 40 years after the usage, the court decided to favour Goldsmith. “To hold otherwise would potentially authorise a range of commercial copying of photographs, to be used for purposes that are substantially the same as those of the originals,” Justice Sotomayor wrote in her opinion. “As long as the user somehow portrays the subject of the photograph differently, he could make modest alterations to the original, sell it to an outlet to accompany a story about the subject, and claim transformative use.”

Less than a month old at the time of writing, this decision could set a precedent for how copyright law applies to AI-generated works using human-made source material. For labels, the resurrection of archival vocals offers an almost unlimited supply of new content — as long as they have the copyright. But what about derivative works? Using art as an example, if Midjourney was prompted to create a painting in the style of, erm, Warhol, would that content ultimately belong to his estate? 

(As an aside, the BBC breathlessly reported that “heart on my sleeve” earned at least US$1,888 from Spotify alone, while Billboard estimated that the song may have earned US$9,400 globally across all platforms, despite garnering more than 16 million views. Whether ghostwriter997 is entitled to those royalties or not, it’s clear that streaming does not work for artists.)

The newly launched Human Artistry Campaign aims to ensure artificial intelligence technologies are developed and used in ways that support human culture and artistry – and not in ways that replace or erode them. They state, “People relate most deeply to works that embody the lived experience, perceptions, and attitudes of others.” 

Lauren Chanel, a writer and futurist, says that AI-generated vocals may allow “people who are not Black to put on the costume of a Black person.” Similarly, so-called virtual artists like Lil Miquela or FN Meka create competition with real, underrepresented talent, capitalising on the desire from fans for diverse voices.

Creatives and listeners alike should advocate for transparent practices, open dialogue, and responsible use of AI in music creation. While the influence of technology on creativity and trust in the music industry is still unfolding, ongoing exploration and dialogue are essential to understand its full impact. We can’t stop technological advancements but by working together, we can balance between trust, innovation, and creativity. While AI can augment production, it cannot replace the essence of human artistry. The final word goes to ghostwriter977, who puts it crisply — “can’t kill a ghost.”

The post Girl You Know it’s… FAKE — AI and the Listener/Artist Relationship appeared first on Byta Blog.

• Miss part 1? Click here to read The Basics of Metadata.
• Miss part 2: Click here to read Why Metadata is Important in Music Today.

The role of metadata in music licensing and copyright protection

Music licensing is one of the more complex aspects of working with music in a professional context. First off, there are several copyrights that apply to a piece of music: A copyright for the work (a composition), a copyright for lyrics (if there are any), a copyright for live reproduction and a copyright for distribution of music, just to name some. To even define what music distribution is makes laypeople’s heads spin – all of this is very intricate and far from transparent.

Second, what if someone desires to license music for a project, or if you see that someone’s copyright has been violated? How do you find the copyright holder? Many music services provide minimal information for a track’s copyright. If the service tells you that a track is copyrighted by Universal Music, what does that mean? MusicBrainz tracks literally hundreds of labels that could be considered Universal Music, many of them specific to a given country. How can you know which of these should be contacted in order to license a piece of music or report a copyright infringement?

The traditional answer is to hire an entertainment lawyer, who are often rather quite expensive. These lawyers have contacts at labels and can find the right people much faster than you could. But what if a project doesn’t have a budget for a lawyer? Often projects need to change their expectations and not license a famous track, and instead find something less well known with a similar feeling, since licensing major label content is often quite expensive. But once they find a good match (which could be you!), how do they find the owner? And if you’re trying to report a copyright infringement violation, you’re certainly not going to pay an expensive lawyer to do so!

For when it is not reasonable to use an entertainment lawyer, people will need to turn to the internet to help locate copyright owners. Sites like MusicBrainz index music and works to keep track of which label or artist released the music. This allows people to look up a given recording in MusicBrainz and then find out which label originally released it. However, if you find the original release label, your search may not be over yet – copyrights can be sold from labels to other labels, collectives or private individuals. The first question to a label should always be: Do you own the copyright to this piece of music? And if the answer is no, ask them who does own it now, or at least to whom the copyright was sold to. Then you need to contact the next label and start the process over again.

If this process seems unnecessarily complex, we agree! This is why organizations exist that have secured licenses to music, which can be contacted about licenses and/or copyright issues. But, how do these organizations find music to license? The internet – where else? Which is why music metadata matters and should be indexed in public repositories like MusicBrainz.

How does metadata help artists to get paid correctly and efficiently?

As we mentioned in article 1, there are many bands with duplicate names, including some 50 bands called Void. Being able to identify and contact/pay the correct artist presents a significant challenge and this is why unique identifiers are quite important to the process of paying artists.

Sadly, the music industry has never created a single database that contains all of this data. There have been attempts in past years to solve this problem, but they have all failed, while wasting large amounts of money (see the Global Repertoire Database failure).

The industry also has the concept of an ISRC (International Standard Recording Code) and an ISWC (International Standard Work Code), which are intended to uniquely identify a recording and work, respectively. However, both of these codes are hamstrung by the fact that a centralized database of these codes does not exist, or is incomplete, or has limited if any public access.. When someone sends you an ISRC or an ISWC, there isn’t an authoritative database to check to which recording/work this code belongs.

The state of paying artists in the industry is complex, opaque and costly. The best course of action for an artist is to ensure that as much data as possible is available to sites like MusicBrainz and Discogs, which are used by the industry to help find artists.

Until the industry creates and starts using a better database, it is difficult and far from efficient for artists to get paid, so making sure your data is in a publicly accessible database is the best way for an artist to be discoverable today.

The impact of metadata on the music industry’s supply chain and distribution channels

Today there are dozens of companies on the internet offering music services to artists, fans and businesses. A lot of these companies receive poor or incomplete metadata along with the music or music related data they receive. What should a company do, if they played a music track 15,000 times and now must pay that artist, but only know that the artist is Void?? That artist doesn’t get paid, plain and simple.

Today these companies spend a lot of money trying to match metadata from one source to another – this is a frightfully wasteful and error prone process that is done over and over again in the various music companies on the net and requires a large amount of resources that could be used in better ways, such as paying artists or building better features for fans.

The future of metadata in the music industry, including potential developments in technology and industry practices

The music industry today has no motivation to fix any of the current problems, because of their stranglehold on companies that wish to use their content. Happy to receive boatloads of money from services such as Spotify and YouTube, they comfortably rest on the mess they have created, because it serves them very well, even if it doesn’t serve most artists. Fixing these problems would be costly and cut into their profits, leaving them with zero motivation to change anything that would improve the quality of life of the artists.

The ideal solution would be to adopt an open standard for identifying music and artists using unique identifiers and giving everyone free access to them. A new non-profit organization could take advantage of the existing open databases and add a copyright ownership registry on top of this open data. The non-profit would then need to be able to resolve conflicting claims between copyright holders, which is a critical and rather costly task.

However, with the industries’ lack of motivation and their track record of torpedoing any initiatives that might improve the current mess, this is simply not going to happen. Until the industry is compelled to act, likely by governments, the best we can do is make music metadata available in the public databases and hope for the best!

This article is the third instalment of a 3-part series, Metadata Matters, brought to you by Byta and MusicBrainz. Read Part 1 and Part 2 by clicking here!

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