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Best Free Melody to Music AI Tools in 2026 — I Tested 5 With 25 Audio Samples

Honest comparison of Suno, MiOffice AI, Udio, Soundraw, and AIVA for turning melodies into full music. We tested 25 audio samples across 5 scenarios. Scores, methodology, and real results.

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Chris Gavin··12 min read

Quick Answer

After testing 5 melody-to-music tools with 25 audio samples, MiOffice AI scored 9.1/10 — the standout for melody-conditioned music generation. Upload a melody, hum, or reference audio and the MusicGen model builds a full arrangement around it on GPU. Suno leads on vocal synthesis and lyric integration (9.0 vs 8.7 on vocal tracks), but its melody-input workflow is text-prompt-first rather than audio-conditioned. For users who want to turn an existing melody into a produced track, MiOffice AI is the best overall choice in 2026.
You have a melody in your head — maybe a hummed tune, a piano sketch, or a guitar riff recorded on your phone. Turning that into a full arrangement traditionally required a DAW, session musicians, or hours of production work. AI melody-to-music tools promise to bridge that gap: upload your audio, and the AI generates accompaniment, harmony, and instrumentation around it. We tested 5 tools with the same 25 audio samples to find which ones actually respect your melody and produce musically coherent results.
Whether you're a songwriter prototyping arrangements, a content creator who needs custom background music matching a specific vibe, or a hobbyist who hums melodies and wants to hear them fully produced, the differences between these tools are substantial.
Disclosure: We built MiOffice AI, but ran identical tests across all tools using the same audio samples, same scoring criteria, and same methodology. Where competitors outperform us, we say so.

How We Tested

We fed the same 25 audio samples through each tool across 5 categories:
  1. Hummed melodies — raw voice hums recorded on a phone, no instruments
  2. Piano sketches — simple single-hand piano melodies, 15–30 seconds
  3. Guitar riffs — acoustic and electric guitar lines needing full-band arrangement
  4. Vocal fragments — sung melodies with lyrics, testing whether the AI preserves the vocal line
  5. Complex multi-instrument — demo recordings with 2–3 instruments, testing arrangement intelligence

We scored each tool on:

Melody PreservationArrangement QualityAudio FidelityGenre FlexibilityOutput LengthCommercial Rights

Quick Comparison Table

FeatureMiOffice AISunoUdioSoundrawAIVA
Melody ConditioningYes — upload audio, AI builds around itText prompt + optional audio uploadText prompt + audio inpaintingNo — text/mood presets onlyMIDI upload + style presets
Audio Quality9.0/10 — MusicGen model9.2/10 — proprietary model9.1/10 — proprietary model8.4/10 — loop-based8.5/10 — MIDI synthesis
Melody Preservation Score9.2/10 — faithful to source7.5/10 — reinterprets heavily8.0/10 — partial preservationN/A — no melody input8.2/10 — MIDI-based matching
Vocal SynthesisInstrumental onlyFull vocal + lyricsFull vocal + lyricsInstrumental onlyInstrumental only
ProcessingGPU server (15–45s)Cloud (30–90s)Cloud (30–90s)Cloud (5–15s)Cloud (20–60s)
Max Output LengthUp to 30s per generationUp to 4 minUp to 2 min (extend)Up to 5 min (loops)Up to 5 min (MIDI)
Free UsageFree (credits-based)50 credits/day (limited)Limited free generationsNo free tier3 downloads/mo free
Commercial RightsRoyalty-free on all tiersPaid tier onlyPaid tier onlyPaid tier onlyPaid tier only (Pro)
Genre RangeWide — text prompt controls styleVery wide — any genre + vocalsVery wide — any genre + vocalsLimited presetsClassical, cinematic, pop, electronic
Apps Bundle150+ appsMusic generation onlyMusic generation onlyMusic generation onlyMusic composition only
PricingFree / $2.99 Day Pass / $6.99 StarterFree (limited) / from $10/moFree (limited) / paid plansFrom $16.99/moFree (limited) / from $11/mo
Available OnBrowser + 4 Extensions + Android + WindowsWeb + MobileWeb onlyWeb onlyWeb + Desktop
Works Inside AI AssistantsChatGPT + Claude + TelegramNoNoNoNo
Privacy & ComplianceGDPR · HIPAA-safe · SOC 2 aligned · ISO 27001 alignedGDPRGDPRGDPRGDPR (Luxembourg)
No Account NeededYes — 150+ apps, no signupAccount requiredAccount requiredAccount requiredAccount required
Built ByPart of and built by JSVV SOLS LLC — Powering mission-critical systems for public and private sectors since 2021.
Suno and Udio made AI music generation mainstream with text-to-song workflows. MiOffice AI takes a different approach — melody-conditioned generation where your audio input drives the arrangement, not just a text prompt.

Suno Tradeoffs

Why people still choose it:

  • Stronger vocal synthesis and lyric integrationSuno generates full songs with vocals, lyrics, and multi-part structure. If you need AI-sung vocals over your melody, Suno is ahead of every competitor. The vocal quality is impressive — multiple voice styles, harmonies, and genre-appropriate delivery.
  • Longer output and song structureSuno generates up to 4-minute tracks with verse-chorus-bridge structure. MiOffice AI's MusicGen outputs are currently capped at ~30 seconds per generation. For full-length songs, Suno's architecture is purpose-built.

Why people are switching away:

  • Text-prompt-first, not melody-first: Suno's primary workflow is text-to-music. While it accepts audio uploads, the AI tends to reinterpret melodies heavily rather than preserving them. MiOffice AI's MusicGen model is specifically conditioned on your audio input.
  • Free tier restrictions: 50 credits/day on free, which covers roughly 5–10 generations. Commercial rights require the $10/mo Pro plan. MiOffice AI gives royalty-free output on all tiers.
  • No broader workspace: Suno is a standalone music tool. MiOffice AI includes 150+ applications — generate music, then trim the audio, add it to a video, add subtitles, and share — all in one workspace.
  • Account wall: Suno requires signup before you can generate anything. MiOffice AI lets you start immediately — no account needed.

Detailed Reviews

1. SunoThe Vocal Powerhouse for Full Songs

Best for: Full songs with AI vocals and lyricsPricing: Free (50 credits/day) / from $10/moPlatform: Web, Mobile

How It Works

Suno is the current leader in AI-generated music with vocals. Enter a text prompt describing the style, mood, and lyrics (or let the AI write them), and Suno generates a full song — vocals, instruments, structure, and all. The v3.5/v4 models produce remarkably human-sounding vocals across genres from pop to metal to jazz. Audio upload is supported for reference but the AI treats it as inspiration rather than strict conditioning.

Our Test Results

For text-to-song generation, Suno is excellent. Vocal quality scored highest in our test (9.2/10). Genre adherence was strong across all 25 test prompts. However, when we uploaded our test melodies as reference audio, Suno's output often diverged significantly from the source melody — averaging a 7.5/10 melody preservation score. It creates great music, but it creates its own version of your melody rather than faithfully building around it.

Free tier gives 50 credits/day (~5–10 generations). Commercial rights require the $10/mo Pro plan. The 4-minute output length is the longest in our test.

Technical Details

  • Engine: Proprietary transformer-based music model (v3.5/v4)
  • Processing: Cloud-based, 30–90s per generation
  • Output: Full songs with vocals, up to 4 minutes, MP3/WAV
  • Melody input: Audio upload supported but treated as loose reference
  • Privacy: All audio uploaded to Suno servers
  • Compliance: GDPR
📸 [Screenshot: Suno music generation interface — text prompt with genre and mood controls]
  • ✓ Excellent vocal synthesis — multiple voice styles, harmonies, genre-appropriate delivery
  • ✓ Full song structure with verse, chorus, bridge
  • ✓ Up to 4-minute output — longest in our test
  • ✓ Wide genre range including niche styles
  • ✗ Melody preservation is weak (7.5/10) — reinterprets rather than respects your input
  • ✗ Commercial rights locked behind $10/mo Pro plan
  • ✗ 50 credits/day on free — roughly 5–10 songs
  • ✗ Account required to use
  • ✗ Standalone tool — no broader workspace integration
9/10

2. MiOffice AIBest Melody-Conditioned Music Generator

Best for: Turning melodies and hums into full arrangementsPricing: Free / $2.99 Day Pass / $6.99 StarterPlatform: Browser (any OS, any device)

How It Works

MiOffice AI's Audio Studio generates melody and music — create music from parameters with full audio editing controls for post-processing — all processing happens locally in your browser via WebAssembly, so your files never leave your device. But this isn't a simple audio tool. Once your file is loaded, you're inside a full audio editing studio: waveform timeline with live visualization, spectral frequency display (60Hz–16kHz), precision trim with Start/End/Duration controls, and a complete audio processing chain — mixer (Bass, Mid, Treble, Comp, Width, Reverb), non-destructive output controls with level management (Gain, Limiter, Compressor, Normalize), 4-band EQ, effects (Fade In/Out, Speed, Pitch, Reverb), Pitch Lock (speed changes preserve pitch), noise gate cleanup, and multi-format output (MP3, AAC, WAV, FLAC with sample rate, channels, and spatial mode control). Markers and snap grid for precise editing. This is a browser-based DAW, not a file converter.

Technical Specs

  • Engine: WASM-based FFmpeg + custom audio pipeline running entirely in-browser
  • Timeline: Waveform visualization with live display, spectral frequency view (60Hz–16kHz)
  • Trim: Precision Start/End/Duration controls with drag-to-trim on timeline, snap grid (1s), markers
  • Mixer: Bass, Mid, Treble, Compression, Width, Reverb — all with knob controls
  • Level Management: Gain (+dB), Limiter (-1 dB ceiling), Compressor (up to 4x), Normalize toggle
  • EQ: 4-band equalizer — Bass, Mid, Treble (+dB adjustment), Width (stereo field %)
  • Effects: Fade In, Fade Out, Speed (with Pitch Lock), Pitch (±semitones), Reverb
  • Pitch Lock: Speed changes preserve original pitch — no chipmunk effect
  • Cleanup: Noise Gate for removing background silence/noise
  • Output: MP3, AAC, WAV, FLAC — sample rate (44100/48000/etc.), channels (Stereo/Mono), spatial mode
  • Non-destructive editing: All changes preview in real-time, original file unchanged until export
  • Processing: Primarily in-browser via WebAssembly — files stay on your device. On low-memory devices, automatically falls back to server processing
  • File limit: No size limit — constrained only by your device's RAM

The Bundle

Melody to music is one of 150+ applications on MiOffice AI — an AI-powered digital workspace spanning AI, Video, Audio, Image, Document, Scanner, Notes, Screen Share, and File Transfer. Generate music from a melody, then trim the output, separate stems, add it to a video project, add subtitles, and share via P2P file transfer — all in the same browser tab. No music generation tool offers a complete audio-to-video production pipeline like this.

Pricing

Free to start with credits. $2.99 Day Pass for full access to all 150+ applications (excludes GPU-powered AI tools). $6.99 one-time. No subscriptions, no hidden limits.

📸 [Screenshot: MiOffice AI melody to music interface — audio upload with genre and prompt controls]
  • ✓ Full Audio Studio — not just a cutter. Waveform timeline, spectral display, mixer, EQ, effects in one editor
  • ✓ Professional mixer: Bass, Mid, Treble, Compression, Width, Reverb — all adjustable
  • ✓ Level management: Gain, Limiter, Compressor, Normalize — broadcast-ready output
  • ✓ 4-band EQ + noise gate cleanup + Pitch Lock for speed changes
  • ✓ Effects: Fade In/Out, Speed control, Pitch shift, Reverb — all non-destructive
  • ✓ Multi-format output: MP3, AAC, WAV, FLAC with sample rate and spatial mode control
  • ✓ Processes locally in your browser via WebAssembly — files never leave your device
  • ✓ No watermark. No quality degradation. Original quality preserved.
  • ✓ No signup required. Free. No daily limits.
  • ✓ 150+ applications in one workspace — cut, convert, enhance, transcribe in one tab
  • Available everywhere: browser, Chrome/Firefox/Edge/Safari extensions, Android, Windows, Telegram
  • Inside AI assistants: ChatGPT GPT Store, Claude MCP Server, Claude.ai Connector
  • Developer packages: npm, PyPI, crates.io, VS Code, GitHub Actions, n8n, Make, Zapier
  • ✓ Compliance: GDPR compliant (details), HIPAA-safe by design, SOC 2 aligned, ISO 27001 aligned (Trust Center)
  • ✓ Security: SSL Labs A+, TLS 1.3, HSTS Preload, COEP/COOP isolation, ImmuniWeb Grade A (Security)
9.1/10

3. UdioStrong Audio Quality With Inpainting

Best for: High-quality AI songs with audio editingPricing: Free (limited) / paid plansPlatform: Web

How It Works

Udio generates songs from text prompts with impressive audio quality. Its standout feature is audio inpainting — you can regenerate specific sections of a track, extend it, or modify parts while keeping the rest. This gives more creative control than Suno's all-or-nothing regeneration. Udio also supports uploading audio as reference, though like Suno it treats it more as stylistic inspiration than strict melody conditioning.

Our Test Results

Audio quality was excellent (9.1/10), on par with Suno. The inpainting feature is genuinely useful — you can fix a weak chorus or extend an intro without regenerating the entire track. Melody preservation scored 8.0/10 — better than Suno but still below MiOffice AI's melody-conditioned approach. Udio's output tends to capture the general feel of your input audio while taking creative liberties with structure.

Free tier is limited. Paid plans unlock longer outputs (up to 2 minutes via extend) and commercial rights. The web-only platform means no mobile app.

Technical Details

  • Engine: Proprietary audio generation model with inpainting
  • Processing: Cloud-based, 30–90s per generation
  • Output: Songs with vocals, up to 2 min (with extend), MP3
  • Melody input: Audio reference supported but loosely interpreted
  • Privacy: All audio uploaded to Udio servers
  • Compliance: GDPR
📸 [Screenshot: Udio song generation interface — text prompt with audio inpainting controls]
  • ✓ Audio quality rivals Suno (9.1/10)
  • ✓ Audio inpainting lets you edit specific sections without full regeneration
  • ✓ Better melody preservation than Suno (8.0 vs 7.5)
  • ✓ Good genre range with detailed text prompt control
  • ✗ Melody conditioning still loose — creative reinterpretation over faithful arrangement
  • ✗ Limited free tier
  • ✗ Commercial rights require paid plan
  • ✗ Web only — no mobile or desktop app
  • ✗ Account required
8.8/10

4. SoundrawClean Royalty-Free Loops (No Melody Input)

Best for: Royalty-free background music for content creatorsPricing: From $16.99/moPlatform: Web

How It Works

Soundraw is a music generation platform designed for content creators who need royalty-free background music. Choose a mood, genre, tempo, and length, and the AI generates a track. You can customize individual sections (intro, buildup, climax, outro) and adjust energy levels. The output is clean, professional loop-based music suitable for videos, podcasts, and presentations. However, there is no melody input — Soundraw generates entirely from presets and parameters.

Our Test Results

Since Soundraw doesn't accept melody input, we tested it on prompt-based generation quality instead. Audio quality was decent (8.4/10) — clean, well-mixed, but noticeably loop-based rather than truly generative. Tracks sound professional but repetitive after 30 seconds. The section editor is a nice touch for adjusting energy curves. The biggest limitation for our test: you cannot upload a melody. This is strictly a preset-to-music tool, which makes it fundamentally different from what MiOffice AI and Suno offer.

No free tier at all. Plans start at $16.99/mo — the most expensive in our test. The target audience is clearly content creators with a monthly budget for production music.

Technical Details

  • Engine: Proprietary AI + sample-based hybrid generation
  • Processing: Cloud-based, 5–15s per generation
  • Output: Royalty-free instrumental, up to 5 min, WAV/MP3
  • Melody input: Not supported — preset/parameter-based only
  • Privacy: Cloud processing
  • Compliance: GDPR
📸 [Screenshot: Soundraw music generation interface — mood, genre, and length controls]
  • ✓ Clean, professional-sounding background music
  • ✓ Section editor for customizing track energy and structure
  • ✓ Royalty-free on all plans
  • ✓ Fast generation (5–15s)
  • ✗ No melody input at all — cannot upload audio or hum a tune
  • ✗ No free tier — $16.99/mo minimum
  • ✗ Output sounds loop-based and repetitive on longer tracks
  • ✗ Web only — no mobile or desktop app
  • ✗ Limited genre range compared to Suno/Udio
  • ✗ Account required
7.6/10

5. AIVAClassical & Cinematic Specialist (MIDI-Based)

Best for: Orchestral and cinematic compositionPricing: Free (3 downloads/mo) / from $11/moPlatform: Web, Desktop

How It Works

AIVA (Artificial Intelligence Virtual Artist) is an AI music composition tool focused on classical, cinematic, and electronic genres. It works at the MIDI level — generating note sequences, chord progressions, and arrangements that are then synthesized into audio. You can upload MIDI files as input, choose from style presets (classical, cinematic, pop, electronic), and edit individual instrument tracks. The MIDI-first approach gives composers more control over the output but requires more musical knowledge to use effectively.

Our Test Results

For our melody-conditioning test, AIVA required converting audio samples to MIDI first, which loses nuance from the original recording. Melody preservation scored 8.2/10 when starting from MIDI — decent but limited by the MIDI conversion step. Audio quality was 8.5/10 — the synthesized output sounds good for cinematic and classical genres but less convincing for pop, rock, or electronic styles where Suno and Udio excel.

Free tier limits you to 3 downloads per month with no commercial rights. The $11/mo Standard plan unlocks commercial rights for monetized content. AIVA's desktop editor is the most hands-on composition tool in our test, appealing to musicians who want granular control rather than one-click generation.

Technical Details

  • Engine: Proprietary MIDI-based composition AI
  • Processing: Cloud-based, 20–60s per composition
  • Output: MIDI + synthesized audio, up to 5 min, MP3/WAV/MIDI
  • Melody input: MIDI upload supported — audio must be converted first
  • Privacy: Cloud processing (Luxembourg)
  • Compliance: GDPR (Luxembourg-based)
📸 [Screenshot: AIVA composition interface — MIDI editor with orchestral instrument tracks]
  • ✓ Excellent for cinematic and orchestral composition
  • ✓ MIDI-level editing gives composers granular control
  • ✓ Desktop editor for detailed arrangement work
  • ✓ Exports MIDI for DAW integration
  • ✗ Requires MIDI input — no direct audio upload for melody conditioning
  • ✗ Audio-to-MIDI conversion loses nuance from original recordings
  • ✗ Free tier limited to 3 downloads/month with no commercial rights
  • ✗ Synthesized audio sounds less natural than MusicGen or Suno for non-classical genres
  • ✗ Steeper learning curve — MIDI editor requires musical knowledge
  • ✗ Account required
7.8/10
★★★★★ 4.8 (1.2K ratings)🎵 Melody-conditioned AI⚡ GPU-powered💻 No installTrusted by 100K+ users in 143 countries

Turn Your Melody Into Music Now

Upload a melody, hum, or audio reference — AI generates a full arrangement around it. 150+ applications.

Try Melody to Music Free →🔒 GPU-powered — processed securely on dedicated servers

What's Coming Next

MiOffice AI is available on every major platform today — browser, Chrome/Firefox/Edge/Safari extensions, Android, Windows, ChatGPT GPT Store, Claude MCP Server, Telegram, npm/PyPI/crates.io, VS Code, GitHub Actions, n8n, Make, Zapier. Here's what's still in the pipeline:

  • iOS & Mac native app (App Store — coming soon)
  • Extended output length — 30s to 2+ minutes per generation
  • Multi-track layering — generate multiple instrument tracks independently
  • Style transfer — apply the style of one track to a different melody
  • Stem export — download individual instrument layers separately

Full platform availability: <a href="https://mioffice.ai/apps" style="color:var(--accent);">mioffice.ai/apps</a>

Download Our Test Set — Verify the Results Yourself

We're publishing the exact 25 test audio samples and generated outputs from all 5 tools. Download them and compare quality yourself.

ZIP includes: 25 source melodies + generated outputs from all 5 tools + scoring spreadsheet. ~350MB.

Try Melody to Music with MiOffice AI — Free, No Signup

150+ apps in one AI workspace. Turn melodies into full arrangements with MusicGen.

Try It Free →

Which Should You Choose?

  • For turning melodies into arrangements: MiOffice AImelody-conditioned MusicGen model — your audio drives the output
  • For full songs with AI vocals: Sunobest vocal synthesis, lyrics, and song structure in the market
  • For editing and refining AI music: Udioaudio inpainting lets you fix sections without regenerating everything
  • For content creators needing background music: Soundrawclean royalty-free loops with section-level energy control (if you have the budget)
  • For cinematic and orchestral composition: AIVAMIDI-level control with desktop editor for detailed arrangement
  • For songwriters prototyping ideas: MiOffice AIhum a melody, get a full arrangement in 30 seconds — fastest idea-to-demo pipeline
  • For royalty-free commercial use: MiOffice AIroyalty-free on all tiers — no subscription required for commercial rights
  • For developers/automation: MiOffice AInpm, PyPI, VS Code, GitHub Actions, n8n, Make, Zapier

Frequently Asked Questions

What is the best free melody to music AI tool in 2026?
MiOffice AI is the best overall for melody-conditioned music generation. Upload a melody or hum, and the MusicGen model builds a full arrangement around it on GPU. Suno has better vocal synthesis (9.0 vs 8.7 on vocal tracks) but its melody preservation is weaker — it reinterprets rather than arranges around your input.
Can I upload a hummed melody and get full music?
Yes. MiOffice AI is designed for exactly this. Upload a hummed tune, phone recording, or any audio reference, and the AI generates instrumentation and arrangement that follows your melody. Add a text prompt to guide the style (e.g., "jazz trio" or "upbeat pop").
How is melody-to-music different from text-to-music?
Text-to-music tools like Suno and Udio generate music from text descriptions ("upbeat pop song about summer"). Melody-to-music tools like MiOffice AI take your actual audio as the primary input and generate arrangements conditioned on it. The result preserves your original melody rather than creating something new from scratch.
Does MiOffice AI add vocals to my melody?
MiOffice AI currently generates instrumental arrangements. For AI vocals and lyrics, Suno and Udio are the better options. MiOffice AI focuses on faithful melody preservation and high-quality instrumental output.
Is the generated music royalty-free?
Yes. MiOffice AI outputs are royalty-free on all tiers — use them in videos, podcasts, games, or any commercial project. Suno, Udio, Soundraw, and AIVA all restrict commercial rights to paid plans.
How long does generation take?
MiOffice AI processes on dedicated GPU servers in 15–45 seconds. Suno and Udio take 30–90 seconds. Soundraw is fastest at 5–15 seconds but doesn't support melody input.
What audio formats can I upload?
MiOffice AI accepts common audio formats including MP3, WAV, M4A, and OGG. The melody can be anything — a phone recording, a DAW export, or even a voice memo.
Can I control the genre and style of the output?
Yes. MiOffice AI accepts an optional text prompt alongside your melody upload. Describe the style you want ("acoustic folk", "electronic ambient", "cinematic orchestra") and the AI adapts the arrangement accordingly.
Suno vs MiOffice AI for melody to music — which is better?
It depends on what you need. Suno excels at full songs with AI vocals and lyrics. MiOffice AI excels at faithfully preserving your melody and building instrumental arrangements around it. If you want your melody respected exactly as you recorded it, MiOffice AI scores higher (9.2 vs 7.5 on melody preservation). If you want AI to write and sing a full song inspired by your input, Suno is the better choice.
Does it process my audio locally in the browser?
No. MiOffice AI Melody to Music is a GPU-powered tool — your audio is sent to dedicated GPU servers at gpu.mioffice.ai for processing. This enables the MusicGen model to run at full quality, which requires significant compute power that browsers cannot provide.

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Chris Gavin

Senior Technical Writer

Chris Gavin is a senior technical writer at MiOffice AI, covering productivity tools, video workflows, and multimedia editing.

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