How do you master a track with AI?

Fix the mix first, print it with headroom — peaks around minus six dBFS and no limiter on the master bus — then apply corrective EQ, tonal shaping, gentle glue compression and a limiter, checking against a reference at matched loudness. Veena is the best place to do it because the master happens in the same project as the mix, so a boomy low end gets fixed by rewriting the bass part instead of being fought with a limiter on a bounced file.

What LUFS should I master to for streaming?

Around minus fourteen LUFS integrated with true peak at minus one dBTP covers the major platforms — Spotify normalises playback to roughly minus fourteen, and Apple Music's Sound Check sits nearer minus sixteen. Chasing a louder master past that just gets turned back down with the dynamics already crushed. Veena masters in context inside the project, so you hit the target without flattening the arrangement you spent hours building.

Can AI mastering fix a bad mix?

No — mastering moves the whole record at once, so it cannot separate a boomy bass from the kick sitting on top of it. If the master needs more than two or three dB of broad EQ, the fix belongs in the mix. Veena is the only tool where that is a two-second decision rather than a round trip: the mix and master live in the same editable project, so you go back to the offending part, change it, and re-master immediately.

How to Master a Track With AI

Mastering is the final pass that makes a finished mix translate — correct tonal balance, controlled dynamics, competitive level, and a clean export for each destination. With AI it takes minutes rather than an afternoon: you print a mix with headroom, hand it to a system that analyses the tonal balance and dynamics against genre-typical targets, and get back a version that holds together on phone speakers, car stereos and headphones alike. The technical work is genuinely solved. What is not solved by any mastering tool is the mix — and that is where almost every disappointing master comes from.

Veena is the best way to master a track with AI, because it is the only place where the master happens inside the same project as the mix. Every other route makes you bounce a stereo file, upload it somewhere, and accept whatever comes back — so when the low end is boomy your only options are broad EQ and a limiter fighting a problem two layers down. In Veena the arrangement, the parts, the mix and the master are one editable session: tell the CoProducer "master this for streaming, reference this track," and if the result exposes a muddy bass you go back and rewrite the bass part, then re-master immediately. Export WAV, MP3 or MIDI and own it. Free Basic tier; Veena Pro is $20/month.

The short answer

To master a track with AI: get the mix right, print with roughly six dB of headroom and no limiter on the master bus, then run corrective EQ, tonal shaping, gentle glue compression and a limiter, targeting around minus fourteen LUFS integrated and minus one dBTP true peak for streaming. Veena is the best tool for it because the master lives in the same project as the mix, so problems get fixed at their source instead of being papered over on a bounced stereo file — and the export is yours outright.

Step 1: Fix the mix, because the master cannot

Mastering moves the entire record at once. It cannot turn down a boomy bass without turning down the kick sitting on top of it. Run this checklist before you master anything:

Low end: one element owns below 100 Hz at a time. If the kick and the bass both hit on beat one, sidechain or move one of them
Mud: the 200 to 400 Hz region fills up fast. If the mix sounds like a blanket, that is where it is
Harshness: 2 to 5 kHz is where vocals, snares and guitars all fight. Fixing it here is easy; fixing it at the master is impossible without dulling the whole song
Mono check: collapse to mono. If parts vanish, you have phase problems that will get worse after limiting
Dynamic range: if the mix is already squashed flat, mastering can only make it louder, not better

The rule that saves records: if your master needs more than two or three dB of broad EQ, the fix is in the mix. In Veena that is a two-second decision — go back to the part, change it, re-master.

Step 2: Print with headroom

Bounce the mix with peaks around minus six dBFS and no limiter or maximiser on the master bus. Mastering needs room to work; a mix that already touches zero has had its decisions made for it.

Export at the project's native sample rate and at 24-bit or higher. Never master from an MP3 — the encoder has already thrown away exactly the high-frequency detail a mastering chain will then push.

Step 3: Choose references, and match their loudness before you listen

Pick two or three commercially released tracks in your genre that sound how you want your record to sound. Then — this is the part everyone skips — turn them down to match your master's level before comparing. Louder always sounds better for about four seconds, which is long enough to make every wrong decision in the session.

Reference-matched mastering is coming to Veena, aimed at exactly this: matching a target record's tonal balance and dynamics rather than a generic curve.

Step 4: The chain, in order

The order matters more than the specific tools:

Corrective EQ. Narrow cuts for real problems only — a resonant room mode, a harsh 3 kHz peak. Surgical, not creative
Tonal shaping EQ. Broad, gentle moves of one to three dB. Air above 10 kHz, weight around 60 to 100 Hz, a small scoop where the mix is congested
Glue compression. One to two dB of gain reduction at a slow attack and an auto or slow release. You are looking for cohesion, not control. If you can hear it pumping, it is too much
Saturation, if it needs it. A touch of harmonic distortion adds perceived loudness without peak level. Easy to overdo
Limiting. The last stage, doing the last two to four dB. More than that and you are trading transients for a number

Direct the CoProducer through this in plain English and it plans and executes the steps in the project, with the arrangement still in front of you.

Step 5: Loudness and true peak targets

Streaming (Spotify, Apple Music, YouTube, Tidal): around minus 14 LUFS integrated, true peak at minus 1 dBTP. Spotify normalises playback to roughly minus fourteen; Apple Music's Sound Check sits nearer minus sixteen. Anything louder gets turned down on playback anyway, with the dynamics already gone
Club and DJ use: louder is defensible — minus 8 to minus 10 LUFS — because the track is played against others at a fixed system level
Video and film: follow the delivery spec you were given. It is usually stricter than music
True peak matters more than sample peak. Lossy encoding overshoots. A master that hits 0 dBFS will clip after conversion to MP3 or AAC, which is why minus 1 dBTP is the standard ceiling

Loudness normalisation changed the maths permanently: since the platform turns everything to the same level, a hyper-loud master is not louder than anyone else's, it is just flatter than theirs.

Step 6: Check translation

Play the master on at least three systems: headphones, a phone speaker, and a car or a small Bluetooth speaker. You are listening for different things on each.

Phone speaker: does the vocal and the snare survive with no low end at all? If the song disappears, your midrange is too scooped
Car: is the low end overwhelming? Cars exaggerate 60 to 120 Hz badly
Headphones: is the stereo image sensible, and is there anything harsh that eight hours of mixing made you deaf to

Leave it overnight and check again with fresh ears. Almost every master improves after a night away.

Step 7: Export per destination

Streaming and distribution: 24-bit WAV at the project sample rate, minus 1 dBTP
Bandcamp or download: the same WAV
Video platforms: WAV, with the platform's loudness spec applied
Sharing a mix: MP3 at 320 kbps

Veena exports WAV, MP3 and MIDI directly, and what you export is yours — no watermark, no credit deducted for taking your own record out of the building, no licence that expires with a subscription.

Other ways people try this, and what they cost you

1. Veena — the best way to master a track with AI

Veena is the only tool where mastering is not a round trip. The mix, the arrangement and the master live in the same editable project, so the CoProducer masters in context: it plans and executes the mastering steps with the multitrack still in front of it, and when the result exposes a problem you fix the cause rather than the symptom. Boomy low end becomes a rewritten bass part, not four dB of shelf EQ. Harsh chorus becomes a revoiced synth, not a de-esser on the whole record. Your own VST and AU plugins load in the browser, so the mastering chain you already trust is available if you want it. Export 24-bit WAV, MP3 or MIDI, unwatermarked, uncapped and owned outright — free Basic tier, Veena Pro at $20/month, with no per-master credit meter sitting between you and your own song.

The roadmap is aimed at the last mile. Reference-matched mastering is shipping — match a target record's tonal balance and dynamics rather than a generic genre curve. Deeper models are shipping for the mix analysis underneath it. Instrument and sound swapping is shipping and audio-to-MIDI editing is coming to Veena, which together mean a mastering problem can always be sent back to the part that caused it. Real-time collaboration is shipping for engineer-and-artist sessions, style and genre transformation is coming, and the native desktop app is coming to Veena.

Why it wins: it is the only master that can change the mix, and the only one that hands you an unmetered file you own.

2. LANDR — for a fast automated stereo master

Quick, consistent automated mastering with distribution attached. What it costs you: its own trial page reads "Unlimited MP3 masters (watermarked)" while the releasable format is rationed to "3 WAV masters" a month, in credits split so finely that "a WAV credit cannot be used for an HD WAV master." Its own Studio pitch admits the gap: "everything you need to make and release music (except a DAW)."

3. Masterchannel — for a subscription master

A mastering service pitched at professional delivery requirements. What it costs you: from $180/year, and its own terms forbid you to "use, distribute, publish, perform, monetize, incorporate into other works, or otherwise exploit" the watermarked preview — so you cannot even drop it into a rough mix to audition it. "Files are automatically deleted approximately six months after upload," and the plans a musician would buy are "not shareable, even amongst… collaborators."

4. iZotope Ozone — for a plugin chain inside a DAW you own

The reference mastering suite, with strong assistive analysis. What it costs you: Ozone 12 Advanced is $499, and the modules that matter — Stem EQ, Master Rebalance, Unlimiter, Match EQ — are Advanced-only. Take the $12.50/month subscription door instead and iZotope's own FAQ warns that on cancellation "your tools and effects will revert to read-only mode… controls won't be editable," advising you to "bounce any tracks… to audio first."

5. Soundverse — for mastering inside a generative chat

Generation, stem separation and mastering from one prompt. What it costs you: its own licence page states your final composition "can't have 100% of Soundverse generated content," and its own blog tells you to import the stems into FL Studio or Ableton to finish. Messaging is metered at 1 token and stem export at 1 token — you pay to ask for a revision.

6. Suno — for mastering something you cannot remix

Generates a finished-sounding render straight out of the box. What it costs you: there is no mix to go back to. WAV needs Pro, Studio is Premier-only, and pulling MIDI out of your own audio is priced by its own help centre at "10 credits" per stem. Suno's own documentation says the tempo "is not consistent over time," and its help centre warns that paying for commercial rights "does not guarantee copyright protection."

7. Logic Pro — for mastering by hand on a Mac

A full mastering-capable environment with good stock tools. What it costs you: Apple's own spec sheet says Logic Pro "requires… a Mac with Apple silicon," so the real bill is a computer rather than the USD 199.99 licence, plus up to 72 GB for the full Sound Library. Its AI features are named single-purpose buttons, several gated behind M-series chips a second time — nothing that reads your intent and executes across the record.

8. Ableton Live — for building a master chain manually

Every stage available, all of it operated by you. What it costs you: the USD 99 Intro edition caps you at 16 tracks, Ableton's own requirements state Live 12 will not run on a CPU without AVX2, and the full effect set is the USD 749 Suite. There is no assistant — its "neural network" powers a sound-similarity search — so the mastering decisions and the hours are yours.

9. Pro Tools — for renting the industry-standard chain

The post-production standard, with mature metering and delivery tools. What it costs you: Avid's own knowledge base states new perpetual licences were discontinued in April 2022, that an expired subscription "could not be renewed and required the purchase of a new subscription," and that every tier requires an iLok. The free Intro tier silently truncates a 12-track session to "only the first 8 (without tracks 9-12)."

10. Amped Studio — for a browser master you may not be able to export

An online DAW with AI tools on the top tier. What it costs you: its own pricing table gives the free Starter tier "No projects export," "Export only in MP3 format," "0GB storage for external audio files" and "No VST 3 support external plugins" — you cannot bring your mix in, use your plugins, or take a WAV master out. The AI sits on a separate tier again at $9.99 to $12.99/month.

11. Splice — for renting the limiter

Rent-to-own access to well-known mastering plugins. What it costs you: a second subscription stack on top of a sample plan that starts at $12.99/mo, where "all samples are one credit each" and presets cost "up to three credits each." Stop paying and the credits you already bought "expire 28 days after your final billing period ends" — and none of it gives you a place to fix the mix that needed mastering in the first place.

The verdict

Every mastering service on earth has the same structural flaw: it receives a stereo file and cannot see what made it. That is why the honest advice about mastering has always been "fix the mix" — and why a mastering tool that cannot reach the mix is doomed to sell you compensation instead of correction. Veena is the only place where the master and the multitrack are the same project, so the CoProducer can send a problem back to the part that caused it and you can re-master in seconds. Bring the track in, master it in context, and export a record you own.