Stable Audio Open
Stable Audio Open is an open-source text-to-audio AI model that generates up to 47 seconds of high-quality audio samples and sound effects from simple text prompts.
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https://stable-audio-open.com/
Product Information
Updated:09/09/2024
What is Stable Audio Open
Stable Audio Open is a free, open-source AI model developed by Stability AI for generating short audio samples, sound effects, and production elements using text prompts. It allows users to create up to 47 seconds of high-quality audio data from simple text descriptions. The model is specifically designed for producing drum beats, instrument riffs, ambient sounds, foley recordings, and other audio samples for music production and sound design. Trained on data from Freesound and the Free Music Archive, Stable Audio Open respects creator rights while providing a powerful tool for audio generation.
Key Features of Stable Audio Open
Stable Audio Open is an open-source AI model that generates high-quality audio samples up to 47 seconds long from text prompts. It specializes in creating short audio clips, sound effects, and production elements for music and sound design. The model can be fine-tuned with custom data and is freely available for both personal and commercial use.
Text-to-Audio Generation: Creates audio samples up to 47 seconds long from simple text prompts.
Specialized Audio Training: Optimized for generating drum beats, instrument riffs, ambient sounds, and foley recordings.
Fine-tuning Capability: Users can customize the model with their own audio data for personalized sound generation.
Open Source Availability: Model weights are freely available on Hugging Face for download and use.
Use Cases of Stable Audio Open
Music Production: Generate custom drum beats, instrument riffs, and ambient sounds for music tracks.
Sound Design for Film/TV: Create unique foley recordings and sound effects for visual media projects.
Game Audio Development: Produce diverse audio samples and effects for video game soundscapes.
Podcast Production: Generate background sounds and audio elements to enhance podcast content.
Pros
Free and open-source for both personal and commercial use
Customizable through fine-tuning with personal audio data
Generates high-quality, diverse audio samples quickly
Cons
Limited to 47-second audio clips
Not optimized for full songs, melodies, or vocals
Requires technical knowledge to set up and use effectively
How to Use Stable Audio Open
Download the model: Clone the model repository from Hugging Face using: git clone https://huggingface.co/stabilityai/stable-audio-open-1.0
Install dependencies: Install required libraries using pip: pip install torch torchaudio stable_audio_tools einops
Import libraries: Import necessary Python libraries including torch, torchaudio, stable_audio_tools, and einops
Load the model: Load the pretrained model using: model, model_config = get_pretrained_model('stabilityai/stable-audio-open-1.0')
Generate audio: Use the generate_diffusion_cond function to generate audio based on text prompts
Process output: Rearrange the output audio batch and normalize/convert to the desired format
Save audio: Save the generated audio to a file using torchaudio.save()
Stable Audio Open FAQs
Stable Audio Open is an open source model developed by Stability AI for generating up to 47 seconds of audio samples, sound effects and production elements using text prompts.
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Stable Audio Open Traffic & Rankings
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