# Anjok07/ultimatevocalremovergui

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23,673 stars · 1,766 forks · Python · mit

## Links

- GitHub: https://github.com/Anjok07/ultimatevocalremovergui
- awesome-repositories: https://awesome-repositories.com/repository/anjok07-ultimatevocalremovergui.md

## Topics

`audio` `instrumental` `karaoke` `kareokee` `music` `pytorch` `separation` `source` `spectrogram` `vocal` `vocal-remover` `vocals`

## Description

Ultimate Vocal Remover is a desktop application designed for AI-driven audio source separation. It utilizes deep learning models to isolate vocals, drums, and other individual instruments from mixed audio files, providing a utility for professional production and creative editing workflows.

The software distinguishes itself by leveraging GPU-accelerated tensor computation to perform complex signal processing tasks, significantly reducing the time required for high-fidelity audio extraction. It incorporates a modular plugin architecture that integrates external utilities to support a wide range of audio file formats, ensuring compatibility across diverse media libraries.

Beyond core separation capabilities, the toolkit includes features for modifying audio pitch and tempo to meet specific project requirements. It also supports automated batch processing, allowing users to queue multiple files for sequential handling without manual intervention. The application is distributed as a desktop utility with documentation available for installation and configuration.

## Tags

### Artificial Intelligence & ML

- [Audio Source Separation Models](https://awesome-repositories.com/f/artificial-intelligence-ml/audio-source-separation-models.md) — Provides a desktop application that uses deep learning models to isolate vocals and instruments from mixed audio files. ([source](https://github.com/Anjok07/ultimatevocalremovergui#readme))
- [Source Separation Tools](https://awesome-repositories.com/f/artificial-intelligence-ml/audio-source-separation-models/source-separation-tools.md) — Separates mixed audio files into distinct tracks like vocals or drums using machine learning models. ([source](https://github.com/Anjok07/ultimatevocalremovergui/blob/master/UVR.py))
- [Deep Learning Processors](https://awesome-repositories.com/f/artificial-intelligence-ml/audio-processing/deep-learning-processors.md) — Leverages GPU acceleration to perform complex audio source extraction and signal processing tasks.
- [Deep Learning](https://awesome-repositories.com/f/artificial-intelligence-ml/machine-learning/infrastructure/model-inference-serving/inference-engines/deep-learning.md) — Executes pre-trained neural networks to perform complex pattern recognition and source separation on audio data.
- [Hardware Acceleration](https://awesome-repositories.com/f/artificial-intelligence-ml/hardware-acceleration.md) — Offloads complex computational tasks to dedicated graphics hardware for high-fidelity audio separation.

### Data & Databases

- [Audio Batch Utilities](https://awesome-repositories.com/f/data-databases/data-processing-pipelines/batch-processing-systems/batch-processing-utilities/audio-batch-utilities.md) — Automates the separation and conversion of large music libraries through sequential file queuing.

### Graphics & Multimedia

- [Batch Processing](https://awesome-repositories.com/f/graphics-multimedia/audio-music/audio-processing/batch-processing.md) — Automates the conversion and separation of large music libraries through sequential file queuing.
- [Batch Processors](https://awesome-repositories.com/f/graphics-multimedia/audio-music/audio-processing/batch-processors.md) — Queues multiple audio files for automated sequential handling to eliminate manual intervention. ([source](https://github.com/Anjok07/ultimatevocalremovergui/tree/v5.6-amd-gpu))
- [Production Toolkits](https://awesome-repositories.com/f/graphics-multimedia/audio-music/audio-processing/production-toolkits.md) — Provides a suite of features for modifying audio pitch and tempo alongside professional-grade source separation.
- [Time-Stretching and Pitch-Shifting](https://awesome-repositories.com/f/graphics-multimedia/audio-music/audio-processing/time-stretching-and-pitch-shifting.md) — Modifies playback speed and musical key using time-stretching and pitch-shifting algorithms. ([source](https://github.com/Anjok07/ultimatevocalremovergui#readme))
- [Music Production Software](https://awesome-repositories.com/f/graphics-multimedia/media-processing-analysis/media-manipulation/media-processing/music-production-software.md) — Adjusts the pitch and tempo of audio files to match specific project requirements for creative editing.
- [Audio Processing](https://awesome-repositories.com/f/graphics-multimedia/audio-music/audio-processing.md) — Provides algorithms for modifying audio playback speed and musical key. ([source](https://github.com/Anjok07/ultimatevocalremovergui/blob/master/README.md))

### Operating Systems & Systems Programming

- [Audio Acceleration](https://awesome-repositories.com/f/operating-systems-systems-programming/hardware-interfacing-drivers/hardware-acceleration/audio-acceleration.md) — Offloads complex audio separation tasks to dedicated graphics hardware to reduce computation time. ([source](https://github.com/Anjok07/ultimatevocalremovergui/tree/v5.6-amd-gpu))
- [GPU Acceleration](https://awesome-repositories.com/f/operating-systems-systems-programming/hardware-interfacing-drivers/hardware-acceleration/gpu-acceleration.md) — Offloads heavy mathematical matrix operations to graphics hardware to accelerate audio processing tasks.

### Software Engineering & Architecture

- [Modular Plugin Architectures](https://awesome-repositories.com/f/software-engineering-architecture/modular-plugin-architectures.md) — Integrates external command-line audio utilities to extend core functionality through a decoupled plugin pipeline.