AI Vocal Removers and Stem Splitters

Demucs separates mixed music recordings into parts for musicians who want to work with individual instruments or vocals. The author maintains a separate repository, with no active feature development and slow responses expected.

iZotope RX is audio restoration and editing software for music producers, podcast creators and film or TV sound editors. It helps repair damaged recordings and adjust parts of audio that have already been mixed together.

Spleeter is Deezer's music separation library for developers and audio researchers who want to extract individual parts from a recording on their own hardware. Its pretrained models let you process music without training a model first.

VideoProc Converter AI is a proprietary desktop app for Windows and macOS that combines local AI media enhancement with conversion and compression. It's for creators working with camera footage, people restoring old photos and videos, and anyone preparing large media files for playback or sharing. It processes files on your computer, and batch conversion works offline.

ESPnet is a speech AI toolkit for researchers and developers who want to run pretrained models on their own hardware or train speech systems. Its recipes cover data preparation through evaluation, with published results for comparison.

SpeechBrain is a toolkit for researchers and developers building speech assistants, transcription systems and conversational AI. It provides pretrained models and training recipes for adapting speech, audio and text models to your own data.

DaVinci Resolve Studio is a paid desktop video editor for macOS, Windows and Linux that combines editing, color grading, visual effects and audio post production. It's for editors, colorists and studios who want AI tools within the same application they use to finish a film or video.

RVC WebUI is a local AI voice conversion tool for people who want to change the voice in recordings or use a live voice changer. It also lets you train a voice model from your own recordings.

TTS WebUI is a self-hosted browser interface for people creating speech and music or processing audio with AI models. It brings these tasks into one place, with model choices for different kinds of audio work.

ALH Pro processes images, video and audio on your own computer. It's for people restoring older footage, enlarging photos or illustrations, and preparing media without uploading their files.

RipX DAW is an AI audio workstation for musicians and remixers who want to change individual sounds within a finished recording. It separates a mix into stems and extracts notes, harmonics and other sound components, letting you work below the level of an entire vocal or instrument track.

ACE-Step Studio is a desktop AI music generator for musicians and anyone who wants to create songs on their own hardware. It turns a short idea, or a description with lyrics, into a full vocal track or instrumental.

Ultimate Vocal Remover separates vocals and other parts of songs on your computer. It's for people preparing karaoke tracks or isolating audio for music projects.

YouDub-webui is a self-hosted video translation and dubbing app for creators and small teams making videos available in another language. Its most established workflow is English-to-Chinese dubbing for YouTube; it also supports Chinese-to-English dubbing for Bilibili.

MLX Audio is a Python library for developers building speech and audio applications on Apple Silicon Macs. It runs models locally using Apple's MLX framework, with support for generated speech, transcription and audio processing.

python-audio-separator splits recordings into separate vocal and instrumental tracks on your own hardware. It's a Python package for karaoke creators and developers who want to process audio in scripts or applications.

GPT-SoVITS is a local voice cloning and text-to-speech tool for people creating speech in a custom voice. Its web interface covers speech generation, voice training and preparation of audio datasets.

sherpa-onnx is a toolkit for developers building speech features that work offline on their own devices. It covers transcription, speech generation and audio analysis, with processing kept local.

Accentize dxSplit is an AI audio plugin for dialogue editors and post-production mixers who need to clean up speech recordings. It separates dialogue into voice, room reverb and background noise so you can adjust each component independently.

Voice-Pro is a locally run speech processing and dubbing app for creators working with recordings or multilingual video. Its Gradio browser interface brings audio preparation, transcription and speech generation into one workspace. Internet access is required.