Top 10 Best Stem Separation Software of 2026

LALAL.AI is an AI-powered web-based stem separation tool that excels at splitting mixed audio tracks into clean individual stems like vocals, drums, bass, piano, and more, supporting up to 10-stem extractions. It leverages advanced models such as Phoenix and Orion for industry-leading separation quality, preserving audio fidelity even in complex mixes. Users can process files quickly via simple uploads, making it a go-to for music producers, remixers, and DJs worldwide.

Moises.ai is an AI-powered music platform that excels in stem separation, allowing users to isolate up to six individual stems—vocals, drums, bass, guitar, keys, and others—from any audio track with impressive accuracy. It caters to musicians, producers, and remixers by providing high-quality separations suitable for practice, remixing, and production workflows. Additional features like pitch shifting, tempo adjustment, chord detection, and mastering enhance its utility beyond basic separation.

AudioShake.ai is an AI-powered stem separation platform that uses advanced machine learning to unmix audio tracks into clean stems like vocals, drums, bass, guitars, and other instruments. It excels in high-fidelity separations suitable for professional music production, remixing, archiving, and content creation workflows. The tool supports web-based uploads, API integration, and batch processing for efficient handling of large audio libraries.

RipX, from hitnmix.com, is a powerful AI-driven stem separation software that excels at isolating vocals, drums, bass, and other instruments from mixed audio tracks with high accuracy. It goes beyond basic separation by offering a unique visual editing interface where users can manipulate individual notes, pitches, and transients like objects in a DAW. Ideal for remixing and audio restoration, it provides professional-grade tools for music producers seeking granular control over stems.

iZotope RX is a professional audio restoration and repair suite that includes stem separation via the Music Rebalance module, allowing users to isolate and manipulate vocals, drums, bass, and other elements in mixed tracks. It leverages AI-driven analysis for high-quality stem extraction, integrated with spectral editing for precise post-separation refinements. Primarily aimed at post-production, RX's stem tools enable remixing and cleanup but are part of a broader toolkit rather than a standalone separator.

XTRAX Stems by Audionamix is an AI-powered audio separation plugin that splits mixed tracks into four high-quality stems: Vocals, Drums, Bass, and Others. It integrates seamlessly as a VST, AU, or AAX plugin into major DAWs, enabling producers to remix, isolate elements, or clean up audio without needing internet connectivity. Leveraging Audionamix's expertise in source separation, it delivers reliable results for music production workflows, though it's limited to shorter tracks in the free version.

PhonicMind is a web-based AI tool specializing in stem separation, allowing users to upload mixed audio tracks and extract individual stems like vocals, drums, bass, and 'other' instruments. It leverages advanced neural networks for high-quality isolation, supporting formats like MP3, WAV, and FLAC with tracks up to 40 minutes long. Ideal for music producers, remixers, and karaoke creators, it processes files entirely online without requiring software installation.

Splitter.ai is a free, web-based AI tool specializing in stem separation, allowing users to upload audio tracks and split them into vocals, drums, bass, and other instruments using advanced models like MDX-Net and Demucs. It processes files online without requiring downloads or installations, delivering high-quality separations suitable for remixing and production. The service stands out for its ensemble approach, blending multiple models for improved accuracy over single-model tools.

Gaudio Studio is a web-based AI platform focused on audio production tools, with stem separation as a core feature that splits mixed tracks into vocals, drums, bass, and other instruments. It leverages advanced machine learning for clean isolations suitable for remixing, karaoke, or sampling. The tool integrates additional features like vocal enhancement and noise reduction, making it a versatile option for music creators.

VocalRemover.org is a free, browser-based AI tool designed for stem separation, primarily excelling at isolating vocals from instrumentals in audio tracks. It supports 2-stem (vocals/instrumental) and 4-stem (vocals, drums, bass, others) separations using models like MVSep and MDX-Net. Users can upload files or process YouTube links directly, making it accessible for quick karaoke or remix creation without any installation.