AI · alternatives · 2026
24 alternatives to DIKTATORIAL Suite
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DIKTATORIAL Suite is an AI audio mastering tool that processes music through text prompts, allowing users to upscale and enhance audio files quickly. Designed for musicians and producers who need professional mastering… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. DIKTATORIAL Suite launched in 2024; newer entries below may have overtaken it.
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SongDonkeyâ–²88Artificial intelligence audio separation, free web app
2021 · songdonkey.ai · its alternatives →
- 4IF
Hi HN, Last time I showed free-music-demixer, which people seemed to enjoy. It was a static website with a Javascript + WASM module to perform music demixing (or music source separation) using an AI model UMX-L (Open-Unmix) running client-side in the browser. Since then, I have overhauled the project and made several improvements: - The demixing/separation quality is higher now, since I implemented the missing post-processing step - Memory usage is lower now by performing a custom segmented inference with a streaming LSTM, which should allow larger tracks (or, dare I say,…
2023 · freemusicdemixer.com · its alternatives →
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AI mastering - professional online mastering. Guide your music mastering session with words and hear the magic. AI-powered audio mastering with text prompts, references, and loudness control. Includes free vocal remover & stem splitter online. Try free!
2024 · diktatorial.com · its alternatives →
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AI to make spoken audio sound professional
2024 · podcast.adobe.com · its alternatives →
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ElevenLabs Studioâ–²407Structure, edit, and generate long-form audio with precision
2025 · elevenlabs.io · its alternatives →
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PopPop AI Vocal Remover â–²181Free online AI vocal remover & isolator for audio and videos
2024 · poppop.ai · its alternatives →
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Masterchannelâ–²75Premium AI mastering service for music producers
2022 · masterchannel.ai · its alternatives →
- 11FA
Hi all, I've spent some time working on music demixing or music source separation algorithms, which take in a mixed song and output estimates of isolated components (e.g. vocals, drums, bass, other). I took a popular PyTorch model with good performance (Open-Unmix, UMX-L weights), reimplemented the inference steps in C++, and compiled it to WebAssembly for a free client-side music demixer.
2023 · sevag.xyz · its alternatives →
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Spleeterâ–²134Isolate vocals from any song using AI by Deezer
2019 · github.com · its alternatives →
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Songmastrâ–²67Automatic song mastering using AI to match commercial songs
2022 · songmastr.com · its alternatives →
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2012 · blog.beatmaticapp.com · its alternatives →
- 16PM
2017 · blog.buildo.io · its alternatives →
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Never lose a great take to bad audio again
Dec 2025 · diffio.ai · its alternatives →
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MasteringBOXâ–²8AI Mastering Software. Master your Songs Instantly.
2025 · masteringbox.com · its alternatives →
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Music & Audio mastering using Artificial Intelligence
2016 · maztr.com · its alternatives →
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Vocal and instrumental tracks separation + notes and midi
2022 · its alternatives →
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Fully autonomous agentic expert in AI audio mastering
2025 · beatstorapon.com · its alternatives →
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Voice Separatorâ–²6Simplified, Free and Open-Source AI-Powered Audio Separation
2025 · github.com · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →