AudioCraft

AudioCraft

Meta AI
AudioLM

AudioLM

Google
+
+

Related Products

  • LALAL.AI
    4,456 Ratings
    Visit Website
  • 4K Video Downloader
    10,360 Ratings
    Visit Website
  • Muzaic
    2 Ratings
    Visit Website
  • Ango Hub
    15 Ratings
    Visit Website
  • Innoslate
    88 Ratings
    Visit Website
  • LTX
    141 Ratings
    Visit Website
  • Epicor Kinetic
    510 Ratings
    Visit Website
  • EBizCharge
    195 Ratings
    Visit Website
  • Imorgon
    5 Ratings
    Visit Website
  • Volumo
    20 Ratings
    Visit Website

About

AudioCraft is a single-stop code base for all your generative audio needs: music, sound effects, and compression after training on raw audio signals. With AudioCraft, we simplify the overall design of generative models for audio compared to prior work. Both MusicGen and AudioGen consist of a single autoregressive Language Model (LM) that operates over streams of compressed discrete music representation, i.e., tokens. We introduce a simple approach to leverage the internal structure of the parallel streams of tokens and show that, with a single model and elegant token interleaving pattern, our approach efficiently models audio sequences, simultaneously capturing the long-term dependencies in the audio and allowing us to generate high-quality audio. Our models leverage the EnCodec neural audio codec to learn the discrete audio tokens from the raw waveform. EnCodec maps the audio signal to one or several parallel streams of discrete tokens.

About

AudioLM is a pure audio language model that generates high‑fidelity, long‑term coherent speech and piano music by learning from raw audio alone, without requiring any text transcripts or symbolic representations. It represents audio hierarchically using two types of discrete tokens, semantic tokens extracted from a self‑supervised model to capture phonetic or melodic structure and global context, and acoustic tokens from a neural codec to preserve speaker characteristics and fine waveform details, and chains three Transformer stages to predict first semantic tokens for high‑level structure, then coarse and finally fine acoustic tokens for detailed synthesis. The resulting pipeline allows AudioLM to condition on a few seconds of input audio and produce seamless continuations that retain voice identity, prosody, and recording conditions in speech or melody, harmony, and rhythm in music. Human evaluations show that synthetic continuations are nearly indistinguishable from real recordings.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Musicians, artists, and anyone looking for a tool to generate audio and sounds from written text

Audience

Audio researchers and developers needing a solution for creating realistic speech and music continuations directly from raw audio

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Meta AI
Founded: 2004
United States
audiocraft.metademolab.com

Company Information

Google
United States
research.google/blog/audiolm-a-language-modeling-approach-to-audio-generation/

Alternatives

AudioLM

AudioLM

Google

Alternatives

AudioCraft

AudioCraft

Meta AI
Seed-Music

Seed-Music

ByteDance
Seed-Music

Seed-Music

ByteDance
Melodea

Melodea

Audoir
MuseNet

MuseNet

OpenAI

Categories

Categories

Integrations

Opal

Integrations

Opal
Claim AudioCraft and update features and information
Claim AudioCraft and update features and information
Claim AudioLM and update features and information
Claim AudioLM and update features and information