Who should use the Separate audio stems workflow workflow?
Teams or solo builders working on creativity tasks who want a repeatable process instead of one-off tool experiments.
AI Workflow · Creativity
A streamlined workflow to isolate individual audio stems (vocals, drums, bass, etc.) from a mixed track using AI separation, then normalize loudness for consistent output.
Deliverable outcome
All stems have consistent loudness, ready for final delivery or integration into a DAW.
30-90 minutes
Includes setup plus initial result generation
Free to start
You can swap tools by pricing and policy requirements
All stems have consistent loudness, ready for final delivery or integration into a DAW.
Use each step output as the input for the next stage
Step map
Instead of relying on a single generic AI model, this pipeline connects specialized tools to maximize quality. First, you'll use LALAL.AI to individual stem files are generated, ready for loudness normalization or further editing. Finally, iZotope RX is used to all stems have consistent loudness, ready for final delivery or integration into a daw.
Use an AI stem separator to isolate vocals, drums, bass, and other instruments from the input audio file. This produces separate stem files for further processing.
This core step directly achieves the primary goal of isolating stems, determining the quality and accuracy of the separation.
Individual stem files are generated, ready for loudness normalization or further editing.
Apply loudness normalization to each stem to ensure consistent volume levels across all separated tracks, meeting broadcast or streaming standards.
Normalization ensures the stems are balanced and ready for mixing or publishing, avoiding sudden volume changes.
All stems have consistent loudness, ready for final delivery or integration into a DAW.
Timeline Map
§ Before you start
Teams or solo builders working on creativity tasks who want a repeatable process instead of one-off tool experiments.
No. Start with the top pick for each step, then replace tools only if they do not fit your pricing, compliance, or output needs.
Open the mapped task page and compare top options side by side. Prioritize output quality, integration fit, and predictable cost before scaling.
§ Related
Convert long-form videos into high-engagement short clips for TikTok, Reels, and YouTube Shorts automatically.
Launch a complete professional brand identity including logos, social assets, and marketing visuals using high-fidelity AI.
A complete end-to-end AI pipeline for generating video scripts, human-sounding voiceovers, and visual content — no camera or studio required.