Replicate and MusicGen are tools that allow users to create music from text using machine learning models. Replicate provides a platform to build models with minimal coding, while MusicGen is a model developed by Facebook Research that was trained on 20,000 hours of licensed music.

Synthesizer V is a revolutionary music production tool that uses a deep neural network-based synthesis engine to generate incredibly life-like singing voices. It has a customizable AI pitch generation, unlimited tracks, no core limits, VST3/AU plugin support, ASIO support (Windows), Jack support (Linux), Cross-Lingual Synthesis, AI Retakes, Isolated Aspiration Output, Vocal Modes, Tone Shift parameter, Microtonal Adjustment, MIDI keyboard support, Metronome, and Lua/Javascript scripting. This seems to be a ground-breaking tool. (You will need to translate the page from Japanese to your preferred language)

Tracksy is a generative AI system that allows users to easily create their own unique and royalty-free music. It offers a variety of track styles and genres, and users can preview samples before starting their own projects. Tracksy also provides a feature to discard, save, and skip tracks. With its intuitive interface, users can create and produce music with no prior experience.

Cyanite is an effective music search and tagging engine that uses artificial intelligence to listen to millions of songs and categorize them in minutes, so that users can deliver the right music content regardless of the use case. It offers tagging, audio-based Similarity Search, keyword search, song recommendations, and data visualization to help users find the music they need quickly and easily. It also offers keyword cleaning to help uncover manual tagging mistakes.

SongR is an AI-powered app for creating personalized songs. It generates lyrics and music, allowing users to create customized songs with just a few clicks. The app is designed for people with no musical experience and can be used to create unique content, entertain friends and family, or send unique song gifts for special occasions.

This free online application helps users remove vocals from a song and create a karaoke version. It uses artificial intelligence to separate the vocals from the instrumental components. Once the song is chosen, processing usually takes 10 seconds. The user will receive two tracks - one with no vocals and one with isolated vocals.

Stable Diffusion is an open-source AI model that can generate images from text. Riffusion tweaked the model to make it able to create images called spectrograms, and then turn those into audio clips. Spectrograms are like pictures that show what different frequencies sound like at different times. They also made an interactive web app so anyone can type in a prompt to generate an audio clip, and then the app will make a smooth transition between different prompts or different seeds of the same prompt.

Muzaic.studio is an AI soundtrack composer for videos that offers tailored music composition based on intensity, tempo, tone, rhythm, and variations. It provides high-quality music recorded and mixed by professional musicians with reliable copyrights, saving time and avoiding the hassle of searching for royalty-free music. The tool is available for use on iOS, Android, and soon to be available on muzaic.biz.

Beatoven.ai is a website that uses advanced AI music generation techniques to compose unique mood-based music to suit every part of a user's video or podcast. It features 8 different genres and 16 different moods that a user can choose from to customize their music. It also has a streaming output feature with industry standard mixing and mastering. The website also offers royalty free music and the user is granted a perpetual license for usage of the soundtracks.