AI Music Tools

Mubert delivers industry-leading programmatic background audio generation, offering duration-targeted rendering, dynamic streaming channels, and a developer API.Mubert operates an algorithmic audio ecosystem driven by a dataset of millions of proprietary samples contributed by over 4,000 independent musicians. Its Mubert Render interface allows users to synthesize original instrumental soundtracks by specifying genre (such as Ambient, Lo-Fi, Techno, EDM, or Drum'n'Bass), mood (such as Calm, Energizing, or Heroic), tempo, and exact track duration up to 25 minutes.For professional production, Mubert includes a Track Editor on upper tiers that enables creators to alter track structures, adjust BPM, transpose keys, and edit individual stem arrangements. In addition, Mubert Play provides real-time streaming channels across 150+ moods, while the Mubert API gives developers programmatic endpoints to generate dynamic, non-repeating soundtracks inside video games, mobile apps, and automated video workflows.Official pricing documentation as of September 2026 outlines four primary tiers:Ambassador (Free): 25 tracks per month, fixed durations, MP3 export, non-commercial use with mandatory attribution.Creator ($11.69/mo billed annually, or $14/mo): 500 tracks per month, durations up to 25 minutes, lossless WAV and MP3 downloads, stem editing, restricted to personal, non-commercial social media and podcasts.Pro ($32.49/mo billed annually, or $39/mo): 500 tracks per month, full Track Editor, WAV downloads, commercial licensing for monetized YouTube channels, client media, and digital advertising.Business ($149.29/mo billed annually, or $199/mo): 1,000 tracks per month, priority processing, licensed for agencies, games, and web software applications.Mubert's licensing terms explicitly prohibit uploading generated tracks as standalone songs to streaming platforms like Spotify or Apple Music, or registering them with Content ID services.Not suited for: Independent recording artists seeking to sell standalone tracks on streaming platforms; Creators needing vocal synthesis or lyric generation.

Kits AI is the premier production environment for ethical AI singing voice conversion, custom voice model training, and post-production stem isolation.Unlike general-purpose generative engines that compose backing music, Kits AI focuses exclusively on vocal production. The platform maintains a curated library of studio-quality AI singing models spanning diverse genres—including Pop, Emo Rock, 90s R&B, and Neo Soul. Music producers can route their own vocal guide tracks through these models to audition alternative vocal textures, convert performance styles, or build complex vocal harmonies without booking session singers.Kits AI also includes an integrated suite of audio processing utilities:Custom Voice Training: Allows vocalists and producers to train private AI voice models using securely uploaded, clean acapella recordings.Vocal Isolation & Removal: Employs machine learning algorithms to extract lead vocals or eliminate vocals from stereo instrumental mixes.Stem Separation: Deconstructs mixed audio tracks into discrete stems (drums, bass, instruments, vocals) for sampling and remixing.AI Mastering & Pitch Correction: Applies automated dynamics processing, tonal balance, and pitch correction inside the browser or desktop application.Kits AI emphasizes an ethical model architecture: its official artist voice models are licensed directly from participating vocalists under dynamic revenue-sharing terms. All output generated on the platform is designated 100% royalty-free for commercial musical releases.Not suited for: Creators wanting automated background music or instrumental beats generated from text prompts; Users needing full end-to-end song composition software.

AIVA is the leading algorithmic composition engine for orchestral, cinematic, and classical scoring, featuring multitrack MIDI export and full copyright transfer on Pro plans.AIVA (Artificial Intelligence Virtual Artist) specializes in deep musical composition across more than 250 diverse styles, ranging from symphonic film scores and ambient soundscapes to electronic and rock cues. Rather than relying on static audio rendering, AIVA functions as an algorithmic composer that understands musical structure, chord progressions, and counterpoint.The platform provides extensive arrangement control:In-Browser Score Editor: Enables users to edit note placements, alter tempos, adjust time signatures, and swap individual instruments directly within an interactive piano roll.Influence Uploads: Creators can upload custom MIDI or audio files to guide AIVA's algorithmic engine in matching specific rhythmic patterns and harmonic structures.Multitrack MIDI & Audio Exports: Pro users can export compositions as multitrack MIDI files, allowing complete orchestration and virtual instrument replacement within professional DAWs like Cubase, Logic, or Ableton.Official pricing documentation as of September 2026 establishes three primary subscription tiers:Free (€0/mo): 3 downloads per month, track durations up to 3 minutes, non-commercial personal use with mandatory attribution; copyright is retained by AIVA.Standard (€11/mo + VAT billed annually, or €15/mo): 15 downloads per month, durations up to 5 minutes, monetization permitted on limited social platforms; copyright remains with AIVA.Pro (€33/mo + VAT billed annually, or €49/mo): 300 downloads per month, durations up to 5 minutes 30 seconds, uncompressed WAV and multitrack MIDI exports, unrestricted commercial monetization, and 100% copyright ownership transferred to the user.Not suited for: Producers seeking automated synthetic pop/rap vocal tracks; Creators wanting quick, modern loop-based beat making.

Boomy streamlines the path from algorithmic song creation to global streaming distribution, allowing users to compose, record vocals, and submit tracks to DSPs.Boomy is designed to eliminate technical barriers in music production. Users select from foundational genres—such as Electronic Dance, Rap Beats, Lo-Fi, Global Groove, or Ambient Relaxation—and configure style parameters. Boomy's generative engine then constructs a complete musical arrangement, including drums, basslines, and melodic layers, in seconds.Beyond initial generation, Boomy incorporates user-guided customization tools:Arrangement and Vocal Recording: Users can rearrange song sections, change instruments, and record or upload vocal tracks with automated pitch correction and leveling.Direct DSP Distribution: Boomy maintains direct distribution pipelines to major streaming services, including Spotify, Apple Music, YouTube Music, and Amazon Music, enabling creators to release tracks directly from the platform.Royalty Tracking: Platform dashboards track streaming performance and calculate revenue distribution back to the creator.Official pricing documentation as of September 2026 details three tiers:Free ($0/mo): Up to 25 song creations, streaming via Boomy community pages; no file downloads or commercial distribution allowed.Creator ($9.99/mo billed annually, regular $14.99/mo): 500 song creations, 25 WAV downloads per month, up to 10 song submissions per month for commercial streaming distribution.Pro ($29.99/mo billed annually, regular $39.99/mo): Unlimited song creations, 250 WAV downloads per month, up to 25 song submissions per month to DSPs, priority audio processing, and expedited distribution reviews.Not suited for: Advanced audio engineers requiring complex multitrack DAW-style mixing; Users needing deep symphonic notation or algorithmic MIDI routing.

Uberduck provides accessible synthetic singing, AI rap generation, and text-to-speech across 70+ languages, supported by developer API access.Uberduck focuses on synthetic vocal synthesis, speech generation, and lyric-driven musical performances. The platform supports over 70 languages—including English, Spanish, German, Japanese, and Mandarin—allowing creators to generate spoken voiceovers, melodic singing lines, and rhythmic rapped verses directly from written text prompts.Key functional capabilities documented across Uberduck include:Text-to-Singing and Text-to-Rapping: Translates written lyrics into cadenced musical performances across hundreds of distinct vocal styles and beats.Voice Cloning and Speech-to-Speech: Enables creators to build private voice models or transform spoken guide vocals into alternative voice profiles while maintaining emotional delivery.Developer API Integration: Developers can integrate synthetic vocal generation, voice transformation, and text-to-speech capabilities directly into software applications.Audio Utilities: Includes web-based tools for format conversion across MP3, WAV, OGG, FLAC, and AIFF, alongside basic audio trimming.Official pricing documentation as of September 2026 details three annual plan options:Starter ($2.00/mo billed annually): 1,000 monthly generation credits, access to private voice models; restricted strictly to personal, non-commercial usage.Creator ($5.00/mo billed annually): 3,600 monthly generation credits, commercial licensing, full API access, AI-generated raps, and AI image tools.Pro ($30.00/mo billed annually): 25,000 monthly credits, commercial rights, high-volume developer API limits, and a 24-hour support SLA.Not suited for: Composers seeking full acoustic instrumental scores; Commercial productions on the Starter tier; Audio engineers needing multitrack stem mixing.

StockmusicGPT delivers budget-conscious stock music and sound effect generation using text and image prompts, complemented by utility audio post-processing tools.Operated by Aivio Studio, LLC, StockmusicGPT is an automated audio generation service built to produce royalty-free background tracks, sound effects, and musical cues. The platform offers two primary creation modes: Text to Music, which converts descriptive prompts into full compositions across genres like Lo-Fi, Hip-Hop, Ambient, Jazz, and Rock; and Image to Music, which evaluates uploaded visual assets to generate an audio track matching the visual mood.The service also incorporates a set of utility post-processing tools:Extend AI Music: Lengthens existing generated tracks to accommodate longer video timelines.Replicate & Remix: StockmusicGPT 2.0 replicates musical aesthetics using custom lyrics and audio references, or remixes source tracks using vocal and instrumental guide files.Post-Production Utilities: Includes built-in AI audio mastering, track upscaling, stem splitting, and vocal isolation tools.Pricing documented as of September 2026 operates on a monthly credit allocation model with credit rollover:Lite ($2.92/mo on annual promo, regular $8.33/mo): 6,000 credits per month, 100 cloud-saved tracks, and 10 custom presets.Basic ($11.67/mo billed annually, regular $33.33/mo): 15,000 credits per month, 500 saved tracks, and 50 presets.Standard ($23.33/mo billed annually, regular $66.66/mo): 30,000 credits per month, 5,000 saved tracks, and 500 presets.Pro ($58.33/mo billed annually, regular $166.66/mo): 90,000 credits per month, unlimited track storage, and private beta access.Not suited for: Advanced multitrack DAW arrangement; Video projects requiring guaranteed copyright indemnification; Producers needing human acoustic recordings.