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Audio Vocal Isolator - AI-powered vocal and stem separation
Available on WaveSpeed

Audio Vocal Isolator — Separate Vocals from Music with AI

Separate vocals from instrumentals with AI precision. Extract clean vocal tracks, isolate stems, and process audio in batch — all through a simple API.

AI-Powered Vocal Separation

Audio Vocal Isolator delivers studio-quality stem separation powered by deep learning, available instantly through WaveSpeed's API.

Clean Vocal Extraction

Isolate vocals from any audio track with remarkable clarity. The AI model separates singing and speech from background music without artifacts or bleed-through, delivering studio-quality isolated vocals.

Clean Vocal Extraction - Isolate vocals from any audio track with remarkable clarity. The AI model separa

Multi-Stem Separation

Go beyond simple vocal/instrumental splits. Separate audio into multiple stems — vocals, drums, bass, and other instruments — giving you full control over every element of the mix.

Multi-Stem Separation - Go beyond simple vocal/instrumental splits. Separate audio into multiple stems —

Batch Processing

Process entire libraries of audio files in parallel. The API handles queuing, scaling, and delivery automatically — perfect for music platforms, karaoke services, and content pipelines.

Batch Processing - Process entire libraries of audio files in parallel. The API handles queuing, sc

Audio Vocal Isolator on WaveSpeed vs. Traditional Methods

See why teams choose Audio Vocal Isolator on WaveSpeed over traditional solutions.

Vocal clarity
Artifacts and bleed-through in extracted vocals
Clean, artifact-free vocal isolation
Stem count
Basic vocal/instrumental split only
Multi-stem: vocals, drums, bass, other
Processing speed
Minutes per track on local hardware
Seconds per track via cloud API
Batch support
Manual one-by-one processing
Parallel batch processing at scale
Infrastructure
GPU setup and model management
Fully managed, auto-scaling API
Cost
$3,000+/mo reserved GPU
Pay per track, no minimum

Performance at a Glance

Audio Vocal Isolator on WaveSpeed delivers fast, reliable stem separation at scale.

4+Separated stems
<10sPer-track processing
99.99%Uptime SLA
$0No upfront costs

Integrate in Minutes

Production-ready SDKs for Python and JavaScript. REST API with full OpenAPI spec. Webhook support for async jobs.

  • Multi-stem separation in a single API call
  • Batch processing with automatic queuing
  • Python & JavaScript SDKs + REST API
import wavespeed
output = wavespeed.run(
"wavespeed-ai/audio-vocal-isolator",
{
"audio_url": "https://example.com/song.mp3",
}
)
print(output["outputs"][0])

Get Any Tool You Want

1000+ models across image, video, audio, and 3D — all through one API.

FAQ

Audio Vocal Isolator is an AI-powered tool on WaveSpeed that separates vocals from instrumentals and splits audio into multiple stems — vocals, drums, bass, and other instruments — all through a simple API.

The model supports multi-stem separation including vocals, drums, bass, and other instruments. You can request specific stems or get all available stems in a single API call.

Audio Vocal Isolator accepts common audio formats including MP3, WAV, FLAC, and AAC. Output stems are delivered in high-quality WAV format by default.

Yes. The API supports batch processing — submit multiple audio files and they are processed in parallel with automatic queuing and scaling. Perfect for large catalogs.

Audio Vocal Isolator uses WaveSpeed's standard pay-per-track pricing with no minimum commitment. Visit the pricing page for current rates.

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