Audiocraft is Python-based software which provides the code and models for MusicGen, a simple and controllable model for music generation.
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Tag: deep learning
Machine Learning in Linux: Spleeter – source separation library
Spleeter is a source separation library with pre-trained models written in Python. It’s free and open source software.
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Machine Learning in Linux: CodeFormer – face restoration
CodeFormer is software which offers blind face restoration. This is freeware.
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Machine Learning in Linux: FBCNN – JPEG artifacts removal
FBCNN (flexible blind convolutional neural network) is software which seeks to remove artifacts from JPEGs while preserving the integrity of the images
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Machine Learning in Linux: Easy Diffusion – a Stable Diffusion UI
Easy Diffusion offers a web user interface for Stable Diffusion. This is cross-platform open source software running on Linux, macOS, and Windows.
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Machine Learning in Linux: StemRoller – separate vocal and instrumental stems from songs
StemRoller is software which lets you separate vocal and instrumental stems from any song with a single click.
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Machine Learning in Linux: Upscayl – image upscaler
Upscayl is GUI software that uses sophisticated AI models to enhance your images by guessing what the details could be.
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Machine Learning in Linux: InvokeAI – a Stable Diffusion Toolkit
InvokeAI is a Stable Diffusion toolkit. This software lets you generate highly detailed images based on text descriptions.
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Machine Learning in Linux: Whisper – automatic speech recognition system
Whisper is an automatic speech recognition (ASR) system trained on 680,000 hours of multilingual and multitask supervised data.
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Machine Learning in Linux: Old Photo Restoration
Old Photo Restoration is an academic project that lets you restore old photos. This software uses PyTorch and is written in Python.
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Machine Learning in Linux: Coqui STT – deep-learning toolkit for training and deploying speech-to-text models
Coqui STT (STT) is a deep-learning toolkit for training and deploying speech-to-text models.
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Machine Learning in Linux: Real-ESRGAN – image and video restoration software
Real-ESRGAN is a project that aims to create practical algorithms for general image/video restoration. It’s free and open source software.
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Machine Learning in Linux: Demucs – music source separation
Demucs is billed as “a state-of-the-art music source separation model”.
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Machine Learning in Linux: GFPGAN – Face restoration software
GFPGAN is deep learning software for real-world face restoration. This software can radically improve the quality of images.
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