#jupyter_notebook #algorithmic_bias #computer_vision #deep_learning #deep_reinforcement_learning #deeplearning #jupyter_notebooks #mit #music_generation #neural_networks #tensorflow #tensorflow_tutorials

https://github.com/aamini/introtodeeplearning

#python #audio_generation #audio_synthesis #audioldm #audit #fastspeech2 #hifi_gan #music_generation #naturalspeech2 #singing_voice_conversion #speech_synthesis #text_to_audio #text_to_speech #vall_e #vits #voice_conversion

Amphion is a toolkit for generating audio, music, and speech. It helps researchers and engineers, especially beginners, by providing tools for various tasks like turning text into speech (TTS), singing voice conversion (SVC), and text to audio (TTA). Amphion includes visualizations to help understand how these models work, which is very useful for learning. It also offers different vocoders to produce high-quality audio and evaluation metrics to ensure the generated audio is good. This toolkit is free to use under the MIT License and can be installed easily using Python or Docker. Using Amphion, you can create high-quality audio and music with advanced features, making it a powerful tool for both research and practical applications.

https://github.com/open-mmlab/Amphion

#javascript #ace_step #ai #ai_music #local_first #music #music_generation #open_source #react #suno_alternative #typescript

ACE-Step UI is a free, open-source tool with a Spotify-like interface that runs ACE-Step 1.5 AI locally on your GPU to generate full songs up to 4+ minutes with vocals, lyrics, and custom styles—no subscriptions like Suno. Install easily with one-click Pinokio or scripts, edit audio, extract stems, and create videos. You save money, keep full privacy and ownership, get unlimited generations with pro controls, and make commercial music fast on 4GB+ VRAM.

https://github.com/fspecii/ace-step-ui