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The Importance of Music Auto-Tagging for Content Strategies

The Importance of Music Auto-Tagging for Content Strategies

An Introduction

By Jakob Höflich, Co-Founder and CMO of Cyanite

When I was 19, I worked at community radio 4ZZZ in Brisbane, tasked with digitizing daily CD deliveries, tagging their genre, and sorting them in the library. It was a tedious and challenging task – every mistake could persist in the library until corrected. And let’s face it, this rarely was the case. This was one of the experiences that motivated me to found Cyanite many years later, also to help catalog owners tag their catalogs with AI and to eradicate the legacy of tagging mistakes made in the past 25 years of digitization.

While Auto-Tagging to create a clean and better searchable library has become a commodity, with various music companies worldwide leveraging this to alleviate the burden on their tagging teams and create more space for creative work, there is one underappreciated use case that has recently grown in significance: using Auto-Tagging data on a global catalog basis to derive actionable insights for your content strategy.

From Hunches to Data-Driven Insights

If you own or work with a music catalog, you likely have a solid understanding of its character. But what if the number of songs goes in the tens of thousands or even beyond? How confident can you be to know the profile of the catalog and what it stands for? When making important decisions about the creative direction of your catalog, especially with multiple stakeholders involved, this ‘feeling’ can tend to be subjective and leave room for guesswork. It’s the music’s subjective and “magical” nature that makes it hard to quantify and discuss.

That’s why keywords remain crucial when managing and developing a catalog where AI can be so helpful to your work. By providing data insights, AI can turn these hunches into consistent and concrete knowledge.

Here are three benefits of leveraging music Auto-Tagging for your content strategy.

1. Deep Understanding of a Catalog’s Character

AI music Auto-Tagging dives deep into the sound character of a catalog. By translating the complexity of music into concrete datapoints such as genres and moods, it allows for a shared, objective and consistent understanding across your team or company. Imagine having a precise breakdown of your catalog’s characteristics at your fingertips. Like, which percentage of my repertoire is Rock, Funk, Disco? Does it stand for upbeat or more melancholic tones? Do I maybe have a gender problem by favoring one more over the other? This not only enhances internal cohesion but also aligns strategies and decisions.

Pro Tip: Our Auto-Tagging focuses on creative metadata, extracting information such as genres, BPM, key, and energy. Curious? Check out our full taxonomy. It does not extract copyright or performance metadata. A smart move here is to pair the AI-driven insights with other data pools. For example, pairing AI-insights with performance and sales data can reveal things like: Only 2% of my catalog is Hip Hop, yet this content has a 200% higher performance rate.

2. Uncovering Blind Spots and Highlighting Trends

AI’s ability to uncover blind spots and highlight trends within a catalog is another significant benefit. This data-driven approach can reveal underutilized niches or trends when data is placed on a timeline. Whether it’s identifying a resurgence in a particular genre or pinpointing areas with high sync opportunities, AI insights shed light on the hidden corners of a catalog. Particularly for sync teams of companies that do not have a distinct genre profile it is beneficial to have a balanced catalog to answer to the upmost possible amounts of briefs with adequate content.

3. Informed Decisions for Catalog Acquisition

Lastly, AI-driven insights are not limited to managing your existing catalog. They are invaluable when evaluating to-be-acquired catalogs. While frontline repertoire might be familiar, B-sides and deep cuts often remain mysterious territories. By thoroughly analyzing these lesser-known tracks, AI can contribute a creative due diligence aspect by providing a comprehensive understanding, which in turn informs better acquisition decisions. This ensures you’re investing in a catalog that has the ability to complement your existing one.

Contrarily, if you want to sell a catalog, comprehensive tagging data on your repertoire can help you identify the perfect acquirer or prove the future longevity of your catalog to drive up the multiple.

A Real-World Example

A German publisher utilizing Cyanite’s AI insights discovered previously underappreciated genres, allowing them to optimize their catalog strategy effectively. The analysis showed that the genres Hip Hop, Funk, and RnB and the mood Epic were underrepresented even though both have been extremely valuable qualities for successful sync placements in the last years.

Visual representations, such as pie charts and graphs, can further show how AI can dissect and categorize catalog elements, providing clear, actionable insights.

All data above can be retrieved via our API.

Conclusion: Embracing the Future with AI

AI music Auto-Tagging can be a great help for developing content strategies in the music industry. These actionable insights provide a deep, data-driven understanding of catalogs, uncover blind spots, highlight trends, and inform strategic decisions for catalog acquisitions.

Undoubtedly, AI can’t and shouldn’t replace the final decision-making process as it can’t anticipate the future as us humans do. But it can be used as a great tool to navigate this process with data that make it easier – and often more convincingly – to talk about the magic of music.

As we live in a time where content production is at an all-time peak providing the sync market with opportunities as never before, every song in the catalog should have the same chance of being discovered. Having a well-organized and indexed catalog is key to that.

 

How to Use AI Music Search for Your Music Catalog

How to Use AI Music Search for Your Music Catalog

The burgeoning field of artificial intelligence has brought forth more tools than we can count, aiming to revolutionize the music industry. Amidst this landscape, AI-based music tagging and search stand out as proven technologies with quantifiable benefits for music companies worldwide.

This article aims to demystify the potential of AI music search and recommendation systems, offering insights to help music catalog owners and distributors determine the relevance of this technology for their businesses. Whether navigating a vast catalog or seeking innovative solutions for content discovery, this guide is tailored to your needs.

If you are also interested in Auto-Tagging music, please check out our article on The Power of Automatic Music Tagging with AI.

Assessing Your Needs

Understanding the suitability of AI music search begins with assessing your specific requirements. Consider the following prompts:

 

    • Has your catalog experienced significant growth from various sources?
    • Do a variety of different users access and search through your catalog?
    • Is sync a key aspect of your company?
    • Do you find yourself repeatedly using the same tracks while underutilizing others?

If you answer affirmatively to at least two of these questions, further exploration of AI music search is advisable.

Exploring Options

Two primary AI-driven search options dominate this landscape:

Similarity Search: Ideal for discovering tracks similar to a reference song, this feature aids sync and licensing teams worldwide. Whether finding similar songs in your catalog to worldwide hits or augmenting your song collection for your sync pitch, this tool enhances any music search.

Free Text Search (Searching by natural language): Utilizing text prompts, this search method facilitates music discovery for visual projects and instances where translating thoughts into keywords proves challenging. Its versatility extends from B2B applications, common in music licensing, to B2C scenarios, as demonstrated by Cyanite’s collaboration with streaming platforms like Sonu.

Lyrics Search: Enhance your search experience by delving into the lyrical content of songs. This feature adds a contextual dimension to sound-based searches, allowing users to find songs based on specific words or themes within their lyrics. Whether you’re searching for songs containing a particular word like “love” or exploring themes such as “falling in love,” this functionality offers a nuanced approach to music discovery.

If you want to test those AI music search options, you can easily create a free account for Cyanite’s web app and try it out.

Building vs. Buying

Choosing between building an in-house AI solution or licensing from an external provider hinges on several factors:

 

    • Do you possess an internal data science and development team?
    • Do you have a meticulously tagged library of at least 500,000 audios?
    • Can you allocate a significant budget for AI development (mid-six-figure sum) and ongoing updates?
    • Are you prepared to invest in monthly maintenance costs for a proprietary AI system (monthly five-figure sum)?

Building your AI may be viable if you answer at least two of these questions positively. Alternatively, partnering with an AI provider like Cyanite presents a compelling option for those lacking the resources or expertise for independent development.

To book an individual and free consultation with our experts, please follow the button below.

Long Story Short

AI music search offers a transformative solution for navigating the complexities of music catalogs, empowering businesses with enhanced efficiency and discovery capabilities. Whether leveraging similarity search or text-based prompts, the adoption of AI-driven technologies promises to redefine content discovery in the music industry.

Explore the possibilities of AI music search with Cyanite, and unlock the full potential of your music catalog today.

 

Your Cyanite Team.

How To Prompt: The Guide to Using Cyanite’s Free Text Search

How To Prompt: The Guide to Using Cyanite’s Free Text Search

A New Holistic Music Search

Do you have trouble always translating your vision for music into precise keywords? If so, this guide on how to prompt using Cyanite’s Free Text Search is your answer.

It’s a revolutionary way to search your music catalogue and discover music that allows you to use complete sentences to describe soundscapes, film scenes, daily situations, activities, and environments.

NEW UPDATE: You can now input your search in several languages & use cultural references in your prompts! Find out more below.

 

The Key to Success: Specificity

Before we dive into the exciting possibilities of Free Text Search, it’s essential to understand that like any other prompt-based search experience, specificity is the key to success.

The more details you provide in your prompts, the better your results will be. Whether you’re a music enthusiast, filmmaker, or content creator, specificity is your friend.

 

1. Describing Sound

With Free Text Search, you can now add context and even cultural references to your search, making it possible to find the perfect soundtrack for your project and get the most out of your music catalog.

Here are some examples of how to describe sound:

“Trailer with sparse repetitive piano and dramatic drum hits with Star Wars style orchestra themes”

“Laid-back future bass with defiant female vocal”

“Staccato strings with a piano playing only single notes”

“Solo double bass played dramatically with a bow”

These prompts go beyond keywords and provide context, allowing Free Text Search to understand the relationships between words and deliver top results.

Now, even combining words like “laid-back” and “defiant” leads to success. 

 

An example result for the prompt: “Laid-back future bass with defiant female vocal”.

2. Describing Film Scenes

Film scenes can evoke a wide range of emotions and visuals. When using Free Text Search for this purpose, consider whether your prompt can be objectively interpreted or if it’s your personal interpretation.

With our new update you can reference popular movies like: Pirates of the Caribbean or Stranger Things in your search prompts!

Here are some scene description examples:

“Riding a bike through Paris”

“Thriller score with Stranger Things style Synths “

“Tailing the suspect on a Middle Eastern bazaar”

“The football team is getting ready for the game”

The last example is a good one because it indicates the feeling of getting pumped up but can be interpreted in various ways.

To fine-tune your search, add different words like “orchestral,” “industrial rock,” or “hip-hop” to steer it in the direction you want.

An example result for the prompt: “Riding a bike through Paris”

3. Describing Activities, Situations, and Moods

Free Text Search empowers you to be as specific as your project demands. Whether it’s high-energy gym sessions, road trips, cleaning the house, or silent work and concentration, you can pinpoint the ideal tracks that resonate with your activities and moods.

Here are some examples:

“Latin trap for the gym.”

“Mellow California rock for the road trip.”

“Colorful pop music to listen to while cleaning the house.”

“Soundscapes for silent work and concentration.”

Of course, you can combine all of the above to create the perfect prompt.

Example result for the prompt: Mellow California rock for a road trip”

Wrap-Up: How To Prompt – Your Music Discovery Journey

With Free Text Search, the possibilities are (almost) limitless. This innovative approach allows you to search your music catalog based on detailed descriptions, making it easier to find the perfect soundtrack for any project or mood. 

Whether you’re pitching music for sync, to artists, or labels, looking to underscore a film scene, or setting the mood for an activity, Free Text Search empowers you to explore music in a whole new way.

As you craft your prompts, remember that the more specific and objective you can be, the better your results will be. Use concrete details like instruments, playing styles, and specific scenes or activities. 

You already have the resources in your library. Get more out of it with Cyanite’s Free Text Music Catalogue Search.

Curious? Request a Trial

Try Cyanite’s Free Text Search and discover the perfect soundtrack for your next project. Just send us an email to sales@cyanite.ai or fill out this typeform and we will provide you with a free trial.

Your Cyanite Team.

How to Write a Song Bio for DSPs with Cyanite+ChatGPT

How to Write a Song Bio for DSPs with Cyanite+ChatGPT

A Step-by-step guide: How to write a song bio for DSPs like Spotify, Youtube, Bandcamp, Soundcloud, Tidal, Deezer, and Pond5

In one of our latest blog posts, we showcased the best ways to utilize Cyanite as an artist or producer. With AI on the rise, you won’t be surprised that you can also make use of these tools to write a song bio.

Cyanite + ChatGPT: How to elevate your pitches for various DSPs.

Distributors and DSPs want to know as much as they can about your song to ensure they can place it in the right playlists and target the right audience – and we all know how challenging it can be to find the right words to describe our own music. Writing a good song bio is crucial to get playlisted on DSPs.

When uploading my songs to Pond5, this process used to take me around 2 hours per track and now it is just 20 minutes with Cyanite + ChatGPT.

Guillermo Pareja, Cyanite User

We are going to give you a step-by-step guide on how to streamline this process.

1. The Power of AI Tagging – Log into your Cyanite Account

First things first: If you don’t have an account yet, sign up here. Cyanite provides a ton of metadata for your song, and for up to 5 songs per month, it’s free. Need more? We’ve got you covered. Just upgrade to a subscription for an additional 15 monthly analyses, or get some extra one-time credits.

2. Upload your song to Cyanite

Head to “Library” and upload the song you want to use. For this use case, we need the genre, advanced moods, character, and movement tags.

To get the best results, choose the right tags from each “mean” section, offering you a percentage of every tag. Leave out the ones that you might not agree with personally, but be careful not to be too subjective!

For even better results: use Cyanite’s Augmented Keywords and AI Descriptions to enhance your prompt in the next step – only available for subscription users

3. The Almighty Chat GPT

For the next step, you need to log into your ChatGPT account and start writing your prompt. Be as specific as possible about the platform you want to use the description and keywords for.

Let ChatGPT know what you are looking for – this could be anything from whole text descriptions or keywords to a brand new song title.

Then copy the genre, character, mood, and movement tags and paste them into the chatbot. 

For a better result, add Cyanites AI Description to the prompt.

4. Pimp Up Your Prompt

You might have already found what you’re looking for. But there’s potentially more. Just like with copying homework, you want to be careful not to have the same results as everyone else on Spotify.

Try to enrich your ChatGPT prompt with personal details. This could range from anything like musical inspirations to the place where it’s been recorded. 

Pretty much anything you can think of.

5. Refine your Results

When writing your song bio, there’s no magical solution for everything, so in each case, this can be a source of inspiration rather than a finished text description or song title.

So it’s best to rewrite the text in your own words.

In any case, you’ve surely obtained results that will help you distribute your track on a variety of platforms.

Curious how the song we used sounds?

In case you discover further interesting use-cases for Cyanite, feel free to reach out to us here.

A big thank you to Guillermo Pareja for supporting us on this post. He got in touch with us to let us know about this use case and how benificial it has been to him.

Your Cyanite Team.

4 Best Ways to Use Cyanite for Artists, Producers, and DJs

4 Best Ways to Use Cyanite for Artists, Producers, and DJs

For all Late Bloomers – What is Cyanite?

Cyanite is no newcomer to the music industry. Launched in 2019, its industry-leading AI has brought a user traffic of over 40,000 users to the web app. It helps creatives and artists get the most out of their music by extracting powerful metadata, from moods to whole audio descriptions, making Cyanite an indispensable tool for musicians. We at Cyanite are proud to collaborate with industry majors like BMG, MySphera, and Pond5.

Let’s take a closer look at how artists, producers, and DJs can make the most out of the data hiding behind the audio by exploring the best use cases.

Cyanite’s Auto Tagging has been a life saver as I’ve been submitting my music to Spotify playlists and music sync libraries. It has helped me get placed and get my music massive momentum on Spotify.

Garrett Lodge, Cyanite User

1.  What Genre is my Music? – Playlist Pitching

With Spotify offering thousands of genres to choose from, defining your song’s genre(s) has become a challenging task. However, selecting the right genres is crucial, especially for newcomers to the industry, as it significantly impacts your track’s discoverability.

Thanks to DAW’s like Logic Pro X and Ableton, creating music is easier than ever before. But this also means the competition is bigger than ever.
In order to break through the mass of thousands of songs that get uploaded daily, providing metadata for your tracks is crucial.

We’ve trained our AI with datasets of thousands of songs and matching descriptions, to help it understand music and genres possibly even better than you do. Curious about how to use this for your music?

Check out this blog post: “How to Create a Spotify Pitch That Works? – Playlist Pitching Guide with Examples and Tips – Cyanite.ai”.

Or, check out this step-by-step video guide by Indie Music Producer below.

2.  Self-Promote Your Music: Create Custom Audiences

In the music industry, 40 years ago, you needed a record deal to get your music heard. Fast forward to 2023, and you have powerful marketing tools at your fingertips, such as Instagram, TikTok, and Google Ads. To maximize the effectiveness of your advertising, it’s essential to narrow down your audience as much as possible. Metal Heads are unlikely to click on an ad for your new Hyper-Pop song – or are they?

If you have your song ready for release and struggle to find the perfect match with another artist’s project, let me introduce you to Cyanite’s Similarity Search. Curious? We’ve dedicated an entire blog entry to elucidate the process: How to Create Custom Audiences for Pre-Release Music Campaigns in Facebook, Instagram, and Google – Cyanite.ai.

Illustration of an interface showing a list of similar songs to a reference track

3.  Write Press Releases with Cyanite

While promoting your tracks on Instagram and other social media platforms is an excellent starting point, music marketing is quite similar to receiving presents on Christmas – the more, the merrier.
Crafting a press release and submitting it to blogs or platforms like SubmitHub is an effective way to get more attention for your music.

Although producing your music feels natural, describing the finished product from an external perspective can be challenging. By utilizing Cyanite’s Auto-Tagging and Mood Detection algorithms, you can bypass the arduous task of finding the right words. Learn more in our blog post: “How to Write Press Releases and Music Pitches with Cyanite”.

 

4.  Crafting the Perfect Playlist for Every Occasion

If you’re a DJ or playlist curator, you’re undoubtedly aware of the significant time investment required to create the perfect play- or setlists. However, with Cyanite’s Similarity Search, you can drastically streamline this process. Pair it with the harmonic mixing tool, Camelot Wheel, and you’ll achieve smoother transitions than ever before. Discover our comprehensive guide on optimizing your playlists and DJ sets on our website: “How to Use Cyanite to Optimize Your Playlists and DJ Sets for Harmonic Mixing and Similarity”.

Sign Up for Free – Get Started!

Interested in trying out any of our examples for yourself?
Simply sign up here or delve deeper into Cyanite’s offerings on our newly redesigned website, Cyanite.ai, or explore our latest updates on our blogs for the latest news.

And as always, if you have questions, just send an email to support@cyanite.ai.

Your Cyanite Team.

Best of Music Similarity Search: Find Similar Songs With the Help of AI

Best of Music Similarity Search: Find Similar Songs With the Help of AI

In the past, music search was limited to basics like artist name and song title. Today’s vast and diverse music landscape calls for better ways of discovering music. Studies show that people connect with music for emotional and social reasons, making style, mood, genre, and similarity crucial to music discovery.

In this article, we explore how AI-driven music similarity search works and practical ways to find songs that sound alike using Cyanite’s Similarity Search tool.

 

How does Cyanite’s Music Similarity Search Work?

Our AI-powered music Similarity Search uses a reference track to pull a list of matching songs from a library. First, the AI analyzes the entire catalog, comparing the audio features of each song to enable accurate similarity searches. You can also filter results, for example, by BPM or genre to refine your search.

These algorithms compute the distance between songs based on their audio features. The smaller the distance, the more similar the tracks are. As music libraries expand, Similarity Search makes finding music easier and more efficient. Unlike platforms like Spotify that recommend songs based on user behavior, Cyanite focuses purely on sound, making our matches more accurate.

Find Similar Songs by Audio – 9 Best Practices

Here we outline 9 best ways to use music Similarity Search in a music catalog.

1. Finding similar songs using audio references for sync and music briefs

Music supervisors often work under tight deadlines. Our research with the University of Utrecht shows that 75% of music searches are done in a rush. Using a reference track within music Similarity Search can speed up this process and boost the chances of licensing tracks that otherwise get overlooked. Unlike Spotify’s “Similar Artist” feature, Cyanite analyzes sound characteristics, making it perfect for precise sync projects.

With the help of Cyanite’s AI tags and the outstanding search results, we were able to find forgotten gems and give them a new life in movie productions. Without Cyanite, this might never have happened.

Miriam Rech

Sync Manager, Meisel Music

Photo at Unsplash @dillonjshook

 

2. Finding duplicates

Music libraries often have duplicates, which can clutter your catalog. Similarity Search easily identifies and removes these duplicates, saving time and effort.

3. Social media campaigns

Want to promote a new artist? Use Similarity Search to find songs by popular artists with similar sounds. This data helps target fans on platforms like Facebook, Instagram, and Google, increasing campaign effectiveness.

Read more about this use case in our article on Custom Audiences for Pre-Release Music Campaigns.

Photo at Unsplash @William White

 
 

4. Determining type beats

Beat producers often create “type beats” to mimic the style of popular artists. With Similarity Search, they can compare their beats to the intended style and refine them. Catalog users can also find unique, niche matches to avoid oversaturation.

5. Playlist pitching

Use music Similarity Search to target your pitches to Spotify editors and playlist curators. Ingest full playlists and find the closest match for a more personalized approach. Providing references, like “Fans of Max Richter and Dustin O’Halloran,” makes your pitch stronger and more relatable.

Learn more in our article on Playlist pitching with Cyanite.

👉 Ready to try it out? Register for our free web app and start using Similarity Search here.

6. Playlist optimization

Similarity Search helps generate playlists automatically based on a reference track, inspiring playlist curators to create cohesive collections for study sessions or specific moods.

7. Dj mixing and DJ Crates optimization

DJs can use Similarity Search to find tracks that match in key and vibe, creating smoother transitions. The Camelot Wheel filter ensures harmonic mixing for an optimal DJ set.

Discover more in our article on Optimizing Playlists and DJ Sets.

 

A screenshot showing Cyanite's Music Similarity Search interface.

Cyanite’s music Similarity Search interface

8. Uncovering Catalog Blind Spots 

Older or niche songs often get lost in catalogs. Similarity Search reveals hidden gems, expanding your options and keeping users engaged with more variety.

9. Finding Samples

Instead of wasting hours searching for samples, Similarity Search pulls up similar sounds instantly. Refine results by key or BPM to quickly build your ideal sample stack.

Why use music Similarity Search in a Catalog?

Similarity Search doesn’t just find similar tracks. It helps clean up your catalog, surface hidden songs, and optimize playlist curation. It’s also invaluable for strategic playlist pitching and social media targeting. As the music industry evolves, tools like these will be essential for staying competitive.

Cyanite provides Similarity Search via an API or web app. Our tool uses audio and metadata to deliver results, reducing search time by up to 86% and simplifying tedious tasks. Check out our Cinephonix integration video for a real-world example.

FAQs

Q: How accurate is Cyanite’s Similarity Search compared to Spotify’s recommendations?
A: Unlike Spotify, which relies on user behavior, Cyanite focuses on the actual sound. This makes our matches more sonically accurate for use cases where the song’s tonality is crucial.

Q: Can I use Similarity Search without coding skills?
A: Yes! Our free web app lets you analyze music and run similarity searches without any coding knowledge.

Q: How does Similarity Search help in marketing campaigns?
A: By finding songs with similar sounds to popular artists, you can target fans of those artists on social media, making your campaigns more effective.

Q: Can DJs benefit from Similarity Search?
A: Absolutely. DJs can use it to find tracks that blend well for seamless transitions and harmonic mixing.

Q: How can I try Similarity Search for free?
A: Simply register for our free web app here to start using Similarity Search today!