A groundbreaking framework bridges creativity and technology, enabling high-quality, multi-modal symbolic music generation.
- Versatile Music Prompts: XMusic allows users to create music using images, videos, texts, tags, or even humming.
- Emotionally Controllable Output: XMusic excels at generating music that aligns with specific emotions and genres.
- State-of-the-Art Results: Backed by the new XMIDI dataset, XMusic outperforms existing music generation methods in both quality and control.
In the rapidly evolving world of AI-generated content, music has lagged behind its visual and textual counterparts. XMusic, a cutting-edge symbolic music generation framework, aims to change this by delivering emotionally controllable, high-quality music. Unlike existing solutions, XMusic supports a wide range of inputs—images, videos, text, tags, and humming—making it accessible and versatile for various creative applications.
By leveraging advanced components like XProjector and XComposer, XMusic provides an innovative approach to parsing prompts into symbolic elements and generating melodious compositions tailored to specific emotions and genres.
The Technology Behind XMusic
XMusic consists of two main components:
- XProjector: This module processes multi-modal prompts, converting them into symbolic music elements such as rhythm, genre, and emotion within a unified projection space.
- XComposer: Equipped with a Generator and a Selector, this module creates melodious compositions and filters for high-quality outputs.
This framework is powered by XMIDI, a large-scale dataset containing over 108,000 MIDI files with detailed emotion and genre annotations. This robust dataset ensures the model can learn to generate music that resonates emotionally and meets quality standards.
What Sets XMusic Apart
XMusic addresses a key limitation in AI-generated music: the lack of control over emotional and stylistic elements. By explicitly decoupling control signal analysis from the music generation pipeline, XMusic enables users to guide the creation process intuitively. This scalability also allows for easy integration of new input modalities, future-proofing the framework for evolving user needs.
Moreover, evaluations demonstrate that XMusic surpasses existing methods in objective and subjective metrics. Its ability to consistently produce high-quality, emotionally resonant music makes it a standout solution for applications ranging from adaptive soundtracks to royalty-free music creation.
A New Era for Creative Expression
As one of the nine Highlights of Collectibles at WAIC 2023, XMusic represents a major leap forward in AI-generated music. It paves the way for personalized, emotionally rich compositions across various industries, including film, gaming, and content creation.
By merging human creativity with AI precision, XMusic not only accelerates music production but also redefines how we interact with technology in artistic endeavors. The future of music generation has arrived, and it’s called XMusic.
