Explore the top song analyzers to gain detailed insights into your favourite tracks. From genre tagging to mood detection, find the perfect tool to enhance your music experience.
May 20, 2025
5 min read
In today's music world, AI is doing more than just creating melodies. AI song anlyzers can even help artists, producers and fans analyse songs with great accuracy.
If you're curious about the genre, mood, speed, or lyrics, then you must try a song anlyzer.
In this guide, we'll introduce the top 5 AI music analyzers you should try in 2025, helping you analyze the songs. Let's keep reading!
Table of Contents
Part 1. Top AI Music Analyzer You Should Try
If you're searching for tools to break down songs, identify patterns, and explore music in detail, AI music analyzers are your best bet. Here is a comparison table, choose your favourite tool based on the different features.
1. Cyanite.ai
Cyanite.ai is one of the most powerful AI music analyzers, which is designed for music analysis, tagging, and finding similar tracks.
To analyze a song, you can upload an audio file or paste a YouTube link. It's free to try, but users need to sign up first.
This song analyzer AI tool automatically generates detailed metadata for songs, including genre, mood, instrumentation, and rhythm. It also helps you discover songs with a similar vibe to your chosen track.
Site: https://cyanite.ai/
Key Features
⭐ AI metadata tagging
⭐ Mood and genre classification
⭐ Batch analysis for music libraries
⭐ Visual data dashboard
Pros
✅ Saves up to 55% of curation time with fast tagging.
✅ Simple, user-friendly interface.
✅ Can integrate with APIs for business applications.
✅ Versatile for libraries, education, and streaming.
Cons
❌ Free version limits song uploads per month.
❌ Some beta features may have bugs.
❌ Requires time to master all functionalities.
2. SONOTELLER.AI
SONOTELLER.AI is an AI music analyzer that analyzes both the lyrics and narrative structure of a song. It identifies aspects such as genre, mood, and instruments.
The website is simple to use and does not require registration. You just upload an audio file to start the analysis. However, the website includes advertisements.
Site: https://sonoteller.ai/
Key Features
⭐ Sentiment analysis for lyrics
⭐ Genre and tempo detection
⭐ Playlist alignment and storytelling match
Pros
✅ Delivers detailed breakdowns of songs.
✅ Multi-language support for global tracks.
✅ Easy for casual listeners and professionals alike.
Cons
❌ Some features are in beta and may have issues.
❌ May take longer to analyse files during peak usage.
3. Remusic
Remusic is an AI that analyzes music focuses on breaking down music composition, structure, and patterns. It also offer tools for music creation, analysis, and learning.
It provides insights into elements like melody, harmony, rhythm, and overall structure. You can use this music analyzer AI tool for free after logging in first. But the analysis process can be slow, often taking a long time.
Site: https://remusic.ai/ai-music-analyzer
Key Features
⭐ Chord progression mapping
⭐ Beat and BPM detection
⭐ AI mixdown suggestions
⭐ Structural analysis
Pros
✅ Offers AI-assisted mixdown recommendations
✅ Focuses on song structure, rhythm, and chord progression
✅ Clean interface, easy to use for remixing or remastering
Cons
❌ Does not analyze lyrics or sentiment
❌ Some features still under development
❌ Advanced options require a subscription
4. MazMazika
MazMazika is an AI song genre analyzer that lets users upload audio files or input links from platforms like YouTube and SoundCloud.
It uses AI to separate songs into different stems, such as vocals, drums, and bass. This feature makes it easy to create karaoke tracks or study the structure of a song.
Site: https://www.mazmazika.com/
Key Features
⭐ Arabic and regional genre detection
⭐ Multilingual lyrics analysis
⭐ Emotion tagging
⭐ Cloud-based platform
Pros
✅ Supports multi-language lyrics and mood detection
✅ Specialized in Arabic and Middle Eastern music analysis
✅ Offers a free tier for basic genre detection
Cons
❌ Only works with MP3 and WAV files
❌ Lacks advanced visual or mixdown tools
❌ Does not provide detailed structural breakdowns
5. Keytone
Keytone doubles as a learning tool and a song analyzer. It identifies key elements like chords, scales, and key signatures, offering deep insights into musical compositions.
This tool is free to use, requires no registration, and is ideal for musicians of all skill levels.
Site: https://www.keytone.org/
Key Features
⭐ Real-time key and chord detection
⭐ Ear training mode
⭐ Interactive music theory feedback
Pros
✅ Ideal for music theory learners and ear training
✅ Simple and interactive for beginners and students
✅ Breaks down songs into digestible insights.
Cons
❌ Only supports limited audio formats
❌ Doesn't include mood or lyrics analysis
❌ Not suitable for in-depth production-level analysis
Part 2. What is AI Music Analyzer?
An AI music analyzer is a tool that uses AI to evaluate and interpret music. These tools look at different things, like:
● Genre and style
● Mood and emotion
● Tempo, BPM, and rhythm
● Lyrics sentiment
● Chord progression and melody
These tools use neural networks and deep learning to analyse music. They can do this either in real-time or in batches. This analysis can be useful for:
● Producers: For accurate mixdowns
● Artists: To align song emotion with message
● Playlisters: To create mood-based song collections
● Record labels: For content tagging and market targeting
Part 3. Bonus: How to Create Songs Using AI Tools
With powerful tools like Cyanite.ai and Remusic helping you to use AI analyze song and understand songs, the next step is to use AI to create your own music. You can now make your musical ideas come true without being a professional producer, thanks to platforms like Musicful.
Musicful is an AI music generator that helps music lovers to create new songs. Just type in the text and let the AI do the rest!
With Musicful, you can:
● Start with a Prompt: Enter a simple idea or phrase, and the generator creates music based on your input.
● Turn Lyrics into a Song: If you have lyrics, the AI can transform them into a complete song.
Pros
✅ No Copyright Worries
✅ High-Quality Sound
✅ Fast generation
✅ Beginner-Friendly
Cons
❌ Depend on AI Output
How to create royalty-free music instantly?
Step1️⃣. Click on the green square below.
Get Music NowStep2️⃣. After log in, enter the lyrics and your music styles, like Smooth funky bass. If you don't have lyrics, you can click "Write Lyrics for Me" let AI generare the lyrics, or choose "Description", enter your description about your song.
Step3️⃣. After clicking "Create Song", you can download the mp3 audio or the MIDI file for further creation. Or copy the link to share with your friends. Please enjoy this rap I made.
Part 4. FAQs - Music Analyzer
1. What features do AI song analyzers typically offer?
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Chord detection: Identifying chords used in a song.
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Key signature prediction: Determining the key of the music.
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Lyric analysis: Analyzing themes, emotions, and narratives within the lyrics.
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Genre classification: Categorizing songs by genre or style.
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Emotion recognition: Identifying the emotional tone conveyed by the music.
2. Can AI song analyzers handle non-English songs?
Yes, many AI song analyzers are equipped to analyze songs in multiple languages. They can provide insights and analyses based on the language of the lyrics.
3. How accurate are AI song analyzers?
The accuracy of AI song analyzers can vary depending on the tool and the quality of the input data. While many tools provide reliable analyses, results may not always be perfect due to complexities in music theory and variations in musical styles.
4. Do I need to pay for AI song analyzers?
Many AI song analyzers offer free basic features but may require payment for advanced functionalities or higher usage limits. It's important to review each tool's pricing model before use.
5. Can I integrate AI song analyzers into my workflow?
Yes, many tools offer API access, making it easy to incorporate them into professional workflows.
Conclusion
AI song analyzers are changing how we produce, evaluate and enjoy music.
Want to get better at playing music? Try out these music analysers today — you might just find the next great song with a few clicks.
And if you want to create your own music, you can try Musicful, an AI music genenrator. You don't need any music skills, just some clicks, you'll get two professional songs!
Try it Free