VoiceCraft

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VoiceCraft is an Audio & Music tool that enables zero-shot speech editing and text-to-speech synthesis. It allows users to edit and generate speech from text using a few seconds of reference audio.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is VoiceCraft?

VoiceCraft is an advanced open-source tool designed for zero-shot speech editing and text-to-speech (TTS) generation. It leverages a token infilling neural codec language model to achieve state-of-the-art performance on diverse, real-world audio data, including audiobooks, internet videos, and podcasts. Users can clone or edit an unseen voice with just a few seconds of reference audio. The tool offers flexible inference options, including Google Colab, Docker, and standalone command-line scripts, making it accessible for various technical skill levels. It also supports model development, training, and finetuning, providing comprehensive capabilities for speech manipulation and synthesis.

Best used for

Ideal for content creators and podcasters who need to quickly edit existing speech, generate new speech from text, and clone voices with minimal reference. Especially valuable for those working with in-the-wild audio data and requiring high-quality, adaptable speech manipulation.

Common actions

edit speech

generate speech

clone voice

synthesize audio

train speech models

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Capabilities

Key features

Zero-shot speech editing
Text-to-speech (TTS)
Token infilling model
Few-shot voice cloning
Flexible inference options
Model training/finetuning

Target Audience

content creatorpodcaster

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What kind of data does VoiceCraft perform best on?

VoiceCraft excels with in-the-wild data, including audiobooks, internet videos, and podcasts. Its token infilling neural codec language model is designed to achieve state-of-the-art performance on diverse, real-world audio, making it highly adaptable for various content types.

How much reference audio is needed for voice cloning or editing?

For cloning or editing an unseen voice, VoiceCraft requires only a few seconds of reference audio. This zero-shot capability allows for efficient and flexible manipulation of speech without extensive prior training data for specific voices.

What are the different ways to run VoiceCraft for inference?

VoiceCraft offers several inference options, including Google Colab for quick starts, Docker for containerized environments, and standalone command-line scripts for integration into other projects. There's also a Gradio UI available for local or HuggingFace Spaces deployment.

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