{"id":96760,"date":"2026-03-04T05:27:58","date_gmt":"2026-03-03T18:27:58","guid":{"rendered":"https:\/\/elements.blog-cms.envato.net\/?p=96760"},"modified":"2026-03-11T09:54:49","modified_gmt":"2026-03-10T22:54:49","slug":"ai-music-models","status":"publish","type":"post","link":"https:\/\/elements.envato.com\/learn\/ai-music-models","title":{"rendered":"Inside MusicGen: The AI music models powering music generation"},"content":{"rendered":"\n<p>AI-generated music might feel a little magical, but behind every track MusicGen creates is a very real (and very deliberate) choice of model. Behind every track, Envato evaluates your prompt and routes it to the most appropriate AI music model, ensuring the engine used delivers the strongest possible musical outcome.<\/p>\n\n\n\n<p>Just like Envato ImageGen uses different <a href=\"https:\/\/elements.envato.com\/learn\/envato-imagegen-ai-models\" target=\"_blank\" rel=\"noreferrer noopener\">AI image models<\/a> for different visual outcomes, <a href=\"https:\/\/elements.envato.com\/learn\/musicgen\" target=\"_blank\" rel=\"noreferrer noopener\">Envato MusicGen<\/a> combines several third-party AI music models, each with its own strengths. Some specialize in instrumental music, others in full songs with vocals, and a few focus on advanced tasks like extending an existing track.<\/p>\n\n\n\n<p>In this guide, we will break down the models behind MusicGen, explain what each one is best at, and help you understand how MusicGen helps you generate the most suitable tracks for your projects.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">TL;DR<\/h2>\n\n\n\n<p>MusicGen\u2019s AI music models are different generation engines, each optimized for a specific type of music creation. Some generate instrumental tracks, others produce <a href=\"https:\/\/elements.envato.com\/learn\/musicgen-elevenlabs-ai-music\">songs with lyrics<\/a>, and some are designed for remixing or extending existing audio.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What are AI music models?<\/h2>\n\n\n\n<p>AI music models are machine learning systems trained on large collections of music to generate new audio. They learn patterns in melody, rhythm, harmony, structure, and sometimes language, then use those patterns to <a href=\"https:\/\/elements.envato.com\/learn\/youtube-music-ai\">create original tracks<\/a> from prompts.<\/p>\n\n\n\n<p>In practical terms, these models allow you to describe music in plain language, such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201cUpbeat electronic track with a catchy hook\u201d<\/li>\n\n\n\n<li>\u201cCinematic instrumental with slow build\u201d<\/li>\n\n\n\n<li>\u201cIndie pop song with emotional lyrics\u201d<\/li>\n<\/ul>\n\n\n\n<p>MusicGen routes your prompt to the model best suited to handle it, whether that means instrumental composition, lyric writing, or track extension.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How MusicGen\u2019s generation engines work<\/h2>\n\n\n\n<p>MusicGen follows a simple creative pipeline, even though the outputs are driven by different model providers.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Model selection<br><\/li>\n\n\n\n<li>Prompt analysis<br>The model interprets your input, identifying musical intent such as genre, mood, tempo, and whether vocals are required.<br><\/li>\n\n\n\n<li>Composition planning<br>Based on its training, the model decides how to structure the track, including melody, harmony, rhythm, and lyrical phrasing if applicable.<br><\/li>\n\n\n\n<li>Audio generation<br>The engine synthesizes the final audio output, producing a playable music track rather than MIDI or sheet music.<\/li>\n<\/ol>\n\n\n\n<p>The difference between models lies in what they are trained to do best and how much creative complexity they can handle.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The models behind Envato MusicGen<\/h2>\n\n\n\n<p><a href=\"https:\/\/elements.envato.com\/learn\/musicgen\">Envato MusicGen<\/a> brings together several AI music models from different providers. Each one is selected for a specific role in the music generation process.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Meta models<\/h3>\n\n\n\n<p>Meta\u2019s models focus on melodic structure and instrumental clarity, making them especially useful for music without vocals.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Model<\/strong><\/td><td><strong>Focus<\/strong><\/td><td><strong>What it\u2019s used for<\/strong><\/td><td><strong>How it behaves<\/strong><\/td><td><strong>Best for<\/strong><\/td><td><\/td><\/tr><tr><td><strong>Stereo Melody Large<\/strong><\/td><td>Instrumental melody and structure<\/td><td>Instrumental-only music; \u201cgenerate similar\u201d functionality<\/td><td>Captures the musical DNA of an existing track and creates a stylistically similar result without copying it directly<\/td><td>Background music, mood-matching, and instrumental alternatives<\/td><td><\/td><\/tr><tr><td><strong>Stereo Melody Large Extend<\/strong><\/td><td>Track continuation<\/td><td>Extending an existing instrumental track<\/td><td>Listens to the original audio and continues it naturally, preserving tempo, instrumentation, and overall vibe<\/td><td>Looping tracks, longer background music, and seamless extensions<\/td><td><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">ElevenLabs models<\/h3>\n\n\n\n<p>ElevenLabs models are designed for song creation, with strong support for vocals and lyrics.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Model<\/strong><\/td><td><strong>Focus<\/strong><\/td><td><strong>What it\u2019s used for<\/strong><\/td><td><strong>How it behaves<\/strong><\/td><td><strong>Best for<\/strong><\/td><td><\/td><\/tr><tr><td><strong>Music Compose<\/strong><\/td><td>Full song creation<\/td><td>Music with lyrics<\/td><td>Balances melody and language, generating vocals that follow musical phrasing rather than sounding spoken<\/td><td>Pop songs, demos, and lyric-driven experiments<\/td><td><\/td><\/tr><tr><td><strong>Music Compose Instrumental<\/strong><\/td><td>Instrumental composition<\/td><td>Instrumental-only music<\/td><td>Focuses entirely on arrangement and musical flow, without the complexity of vocals<\/td><td>Video soundtracks, podcast intros, and background scores<\/td><td><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Mureka models<\/strong><\/h3>\n\n\n\n<p>Mureka provides multiple models that vary in generation quality and specialization.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Model<\/strong><\/td><td><strong>Focus<\/strong><\/td><td><strong>What it\u2019s used for<\/strong><\/td><td><strong>How it behaves<\/strong><\/td><td><strong>Best for<\/strong><\/td><td><\/td><\/tr><tr><td><strong>O2 Song<\/strong><\/td><td>Vocal-forward songs<\/td><td>Music with lyrics<\/td><td>Prioritizes vocal presence and lyrical clarity over complex arrangements<\/td><td>Simple, vocal-led compositions<\/td><td><\/td><\/tr><tr><td><strong>7.6 Song<\/strong><\/td><td>Advanced song generation<\/td><td>Music with lyrics<\/td><td>Improves on structure, musical coherence, and overall polish compared to earlier versions<\/td><td>More refined lyrical tracks<\/td><td><\/td><\/tr><tr><td><strong>7.5<\/strong><\/td><td>Instrumental consistency<\/td><td>Instrumental-only music<\/td><td>Delivers stable rhythm and harmony by focusing purely on instrumentation<\/td><td>Reliable instrumental tracks across genres<\/td><td><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Minimax model<\/h3>\n\n\n\n<p>Minimax brings a modern approach to full-song generation.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Music 2.5<\/strong><\/h4>\n\n\n\n<p><strong>What it\u2019s used for:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Music with lyrics<br><\/li>\n<\/ul>\n\n\n\n<p><strong>How it behaves:<\/strong><strong><br><\/strong>Music 2.5 has been refined to achieve a better balance between vocals and instrumentation, producing songs that feel more cohesive and less fragmented.<\/p>\n\n\n\n<p><strong>Best for:<\/strong><strong><br><\/strong>Creative songwriting, demos, and expressive musical ideas.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Comparing MusicGen\u2019s AI music models<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Model<\/strong><\/td><td><strong>Lyrics<\/strong><\/td><td><strong>Instrumental<\/strong><\/td><td><strong>Best use case<\/strong><\/td><\/tr><tr><td>Stereo Melody Large<\/td><td>No<\/td><td>Yes<\/td><td>Generate similar instrumental tracks<\/td><\/tr><tr><td>Stereo Melody Large Extend<\/td><td>No<\/td><td>Yes<\/td><td>Extend existing tracks<\/td><\/tr><tr><td>Music Compose<\/td><td>Yes<\/td><td>Yes<\/td><td>Full songs with vocals<\/td><\/tr><tr><td>Music Compose Instrumental<\/td><td>No<\/td><td>Yes<\/td><td>Clean instrumental music<\/td><\/tr><tr><td>O2 Song<\/td><td>Yes<\/td><td>Yes<\/td><td>Simple vocal songs<\/td><\/tr><tr><td>7.6 Song<\/td><td>Yes<\/td><td>Yes<\/td><td>More polished lyrical music<\/td><\/tr><tr><td>7.5<\/td><td>No<\/td><td>Yes<\/td><td>Consistent instrumental tracks<\/td><\/tr><tr><td>Music 2.5<\/td><td>Yes<\/td><td>Yes<\/td><td>Balanced, expressive songs<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">What\u2019s the benefit of using multiple AI music models?<\/h2>\n\n\n\n<p>Using multiple AI music models gives MusicGen flexibility and depth, allowing Envato to deliver better results without asking you to make technical decisions. Each benefit builds on the idea that the right model is chosen for you, based on what you want to create.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Specialization: Each AI music model excels at a specific task, whether that\u2019s instrumental composition, vocal performance, or track extension, which means no single model is stretched beyond what it does best.<\/li>\n\n\n\n<li>Better results: We match your prompt to the most suitable model behind the scenes. Envato ensures higher-quality output, with music that sounds more intentional, cohesive, and aligned with your creative goal.<\/li>\n\n\n\n<li>All-in-one solution: Instead of juggling multiple tools or providers, you get a single, streamlined experience where the best AI music models work together inside MusicGen to cover a wide range of musical needs.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">AI music model prompting tips<\/h2>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-instagram wp-block-embed-instagram\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"sbi-embed-wrap\"><blockquote class=\"instagram-media sbi-embed\" data-instgrm-captioned data-instgrm-permalink=\"https:\/\/www.instagram.com\/reel\/DOW9hiiDfJR\/?utm_source=ig_embed&amp;utm_campaign=loading\" data-instgrm-version=\"14\" style=\" background:#FFF; border:0; border-radius:3px; box-shadow:0 0 1px 0 rgba(0,0,0,0.5),0 1px 10px 0 rgba(0,0,0,0.15); margin: 1px; max-width:500px; min-width:326px; 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font-family:Arial,sans-serif; font-size:14px; font-style:normal; font-weight:550; line-height:18px;\">View this post on Instagram<\/div><\/div><div style=\"padding: 12.5% 0;\"><\/div> <div style=\"display: flex; flex-direction: row; margin-bottom: 14px; align-items: center;\"><div> <div style=\"background-color: #F4F4F4; border-radius: 50%; height: 12.5px; width: 12.5px; transform: translateX(0px) translateY(7px);\"><\/div> <div style=\"background-color: #F4F4F4; height: 12.5px; transform: rotate(-45deg) translateX(3px) translateY(1px); width: 12.5px; flex-grow: 0; margin-right: 14px; margin-left: 2px;\"><\/div> <div style=\"background-color: #F4F4F4; border-radius: 50%; height: 12.5px; width: 12.5px; transform: translateX(9px) translateY(-18px);\"><\/div><\/div><div style=\"margin-left: 8px;\"> <div style=\" background-color: #F4F4F4; border-radius: 50%; flex-grow: 0; height: 20px; width: 20px;\"><\/div> <div style=\" width: 0; height: 0; border-top: 2px solid transparent; border-left: 6px solid #f4f4f4; border-bottom: 2px solid transparent; transform: translateX(16px) translateY(-4px) rotate(30deg)\"><\/div><\/div><div style=\"margin-left: auto;\"> <div style=\" width: 0px; border-top: 8px solid #F4F4F4; border-right: 8px solid transparent; transform: translateY(16px);\"><\/div> <div style=\" background-color: #F4F4F4; flex-grow: 0; height: 12px; width: 16px; transform: translateY(-4px);\"><\/div> <div style=\" width: 0; height: 0; border-top: 8px solid #F4F4F4; border-left: 8px solid transparent; transform: translateY(-4px) translateX(8px);\"><\/div><\/div><\/div> <div style=\"display: flex; flex-direction: column; flex-grow: 1; justify-content: center; margin-bottom: 24px;\"> <div style=\" background-color: #F4F4F4; border-radius: 4px; flex-grow: 0; height: 14px; margin-bottom: 6px; width: 224px;\"><\/div> <div style=\" background-color: #F4F4F4; border-radius: 4px; flex-grow: 0; height: 14px; width: 144px;\"><\/div><\/div><\/a><\/div><\/blockquote><script async src=\"\/\/platform.instagram.com\/en_US\/embeds.js\"><\/script><\/div>\n<\/div><\/figure>\n\n\n\n<p>MusicGen is powered by some of the best AI music models available, and one of Envato\u2019s key jobs is choosing the right engine for the task behind the scenes. That said, the clearer your prompt is, the easier it is for MusicGen to route your request to the most suitable model.<\/p>\n\n\n\n<p>For example, explicitly saying <em>\u201cinstrumental ambient track\u201d<\/em> or <em>\u201cpop song with female vocals\u201d<\/em> removes ambiguity early on. This helps MusicGen avoid unnecessary guesswork and ensures the generation engine aligns with your intent, whether that means an instrumental-focused Meta or Mureka model, or a lyric-capable ElevenLabs or Minimax model.<\/p>\n\n\n\n<p>Think of it as creative collaboration: Envato selects and maintains the strongest AI music models, but a good <a href=\"https:\/\/elements.envato.com\/learn\/ai-music-prompts?srsltid=AfmBOopni3T_1toYDgtTK5DITjn1Ng1MOI5ubBC4Ds74LFZxsxfbYGRo\" target=\"_blank\" rel=\"noreferrer noopener\">AI music prompt<\/a> is like a strong brief. The more clearly you define vocals, structure, and mood, the better those models can do what they do best.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Iterate, don\u2019t overthink: Generate multiple versions and refine from there<\/h3>\n\n\n\n<p>One of the biggest advantages of AI music generation is speed, and MusicGen is designed to take full advantage of that. Rather than aiming for a perfect result on the first try, it is often more effective to generate several variations and compare them.<\/p>\n\n\n\n<p>Envato has already done the heavy lifting by integrating and maintaining high-quality, purpose-built AI music models, so you can focus on creative decision-making instead of technical setup. Each generation gives you a slightly different interpretation of the same idea, and those differences are where inspiration often lives.<\/p>\n\n\n\n<p>A practical approach is to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Start with a clear but simple prompt<\/li>\n\n\n\n<li>Generate a few versions<\/li>\n\n\n\n<li>Keep what works (a rhythm, melody, or mood)<\/li>\n\n\n\n<li>Refine your prompt based on that feedback<\/li>\n<\/ul>\n\n\n\n<p>This loop mirrors how many musicians and producers already work. MusicGen compresses that process from hours to minutes, letting the models explore variations while you curate the results.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Understanding AI music models<\/h2>\n\n\n\n<p>MusicGen is not powered by a single AI brain, but by a carefully chosen lineup of AI music models, each designed for a specific creative job. From instrumental generation and track extension to full songs with lyrics, these engines give you flexibility without forcing you to understand the technical details upfront.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<section class=\"section-primary toggle-section narrow-width\">\n  <h3 class=\"toggle-section__title\">FAQs about AI music models<\/h3>\n  <div class=\"toggle-section__items\">\n                      <div class=\"toggle-section__item\">\n              <button class=\"toggle-section__heading dt-disable-in-preview\" aria-expanded=\"false\">\n                Do all MusicGen models support lyrics?<span class=\"toggle-section__icon\"><\/span>\n              <\/button>\n              <div class=\"toggle-section__content\" hidden>\n                <p>No, some models are instrumental-only. Models like Stereo Melody Large and 7.5 are designed specifically for music without vocals.<\/p>\n              <\/div>\n            <\/div>\n                      <div class=\"toggle-section__item\">\n              <button class=\"toggle-section__heading dt-disable-in-preview\" aria-expanded=\"false\">\n                Why does MusicGen use multiple providers?<span class=\"toggle-section__icon\"><\/span>\n              <\/button>\n              <div class=\"toggle-section__content\" hidden>\n                <p>Different model providers excel at different tasks. Combining models allows MusicGen to offer better results across a wider range of use cases.<\/p>\n              <\/div>\n            <\/div>\n                      <div class=\"toggle-section__item\">\n              <button class=\"toggle-section__heading dt-disable-in-preview\" aria-expanded=\"false\">\n                Can I control which model MusicGen uses?<span class=\"toggle-section__icon\"><\/span>\n              <\/button>\n              <div class=\"toggle-section__content\" hidden>\n                <p>Model selection is automatic. MusicGen chooses the best engine based on your request and prompt.<\/p>\n              <\/div>\n            <\/div>\n                      <div class=\"toggle-section__item\">\n              <button class=\"toggle-section__heading dt-disable-in-preview\" aria-expanded=\"false\">\n                Will these models change over time?<span class=\"toggle-section__icon\"><\/span>\n              <\/button>\n              <div class=\"toggle-section__content\" hidden>\n                <p>Yes, AI music models evolve quickly. Some may be improved, replaced, or removed as technology advances.<\/p>\n              <\/div>\n            <\/div>\n                <\/div>\n<\/section>\n\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [{\"@type\":\"Question\",\"name\":\"Do all MusicGen models support lyrics?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"No, some models are instrumental-only. Models like Stereo Melody Large and 7.5 are designed specifically for music without vocals.\"}},{\"@type\":\"Question\",\"name\":\"Why does MusicGen use multiple providers?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Different model providers excel at different tasks. Combining models allows MusicGen to offer better results across a wider range of use cases.\"}},{\"@type\":\"Question\",\"name\":\"Can I control which model MusicGen uses?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Model selection is automatic. MusicGen chooses the best engine based on your request and prompt.\"}},{\"@type\":\"Question\",\"name\":\"Will these models change over time?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes, AI music models evolve quickly. Some may be improved, replaced, or removed as technology advances.\"}}]}\n<\/script>\n","protected":false},"excerpt":{"rendered":"<p>Discover how Envato uses AI music models to generate instrumental tracks, lyric-driven songs, and seamless music variations automatically.<\/p>\n","protected":false},"author":98,"featured_media":97371,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[256,262,269,253],"tags":[],"class_list":["post-96760","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-music","category-ai-creativity","category-music","category-musicgen"],"acf":[],"_links":{"self":[{"href":"https:\/\/elements.envato.com\/learn\/wp-json\/wp\/v2\/posts\/96760","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/elements.envato.com\/learn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/elements.envato.com\/learn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/elements.envato.com\/learn\/wp-json\/wp\/v2\/users\/98"}],"replies":[{"embeddable":true,"href":"https:\/\/elements.envato.com\/learn\/wp-json\/wp\/v2\/comments?post=96760"}],"version-history":[{"count":3,"href":"https:\/\/elements.envato.com\/learn\/wp-json\/wp\/v2\/posts\/96760\/revisions"}],"predecessor-version":[{"id":97379,"href":"https:\/\/elements.envato.com\/learn\/wp-json\/wp\/v2\/posts\/96760\/revisions\/97379"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/elements.envato.com\/learn\/wp-json\/wp\/v2\/media\/97371"}],"wp:attachment":[{"href":"https:\/\/elements.envato.com\/learn\/wp-json\/wp\/v2\/media?parent=96760"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/elements.envato.com\/learn\/wp-json\/wp\/v2\/categories?post=96760"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/elements.envato.com\/learn\/wp-json\/wp\/v2\/tags?post=96760"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}