Staccato
Staccato is an innovative AI MIDI music and AI lyric generator designed to assist musicians and lyricists in overcoming creative blocks, exploring fresh compositional approaches, and finding inspiration. It offers a suite of AI-driven tools for MIDI music creation, lyric crafting, and seamless integration with digital audio workstations (DAWs).
When it comes to music composition, users have the freedom to either play a melody or riff live or upload an existing MIDI file directly into Staccato's MIDI editor. The AI MIDI generator, known as the AI Instrument ™, then takes the reins to generate the subsequent section of the composition while maintaining the same key, style, and mood as the input.
When it comes to lyric writing, Staccato empowers users to provide lyrics, keywords, or convey a desired mood. In seconds, Staccato's AI lyric generator generates fresh lyrical content.
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Muse
Muse is an AI-native MIDI composition and editing tool that empowers users to compose musical ideas with a smart co-writer by generating chords, melodies, basslines, drums, and full arrangements from natural-language descriptions or existing materials, then refining them interactively with context-aware feedback. It understands music theory concepts like harmonic function and voice leading, helping users explore musical ideas they might not discover on their own, and lets creators upload, expand, or remix MIDI tracks, collaborate with an AI agent in real time, and iterate rapidly. It supports multiple AI models, including GPT-5.2, Gemini, and custom agents tuned for musical reasoning, and offers features such as chat-with-your-track feedback, real-time MIDI editing, multi-track generation, extended arrangement tools, and the ability to export compositions as standard MIDI or audio files for use in digital audio workstations.
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Udio
Udio builds AI tools to enable the next generation of music creators. We believe AI has the potential to expand musical horizons and enable anyone to create extraordinary music. As an organization, we are deeply committed to empowering artists and work alongside some of the most brilliant and creative artists in the music industry. Founded by a group of leading AI researchers and technologists, the Udio team built its technologies with guidance from many of the most forward-thinking and creative musicians alive today. With Udio, anyone with a tune, some lyrics, or a funny idea can now express themselves in music.
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ACE Studio
ACE Studio is an AI-powered desktop application designed for music production, enabling users to create realistic singing vocals by inputting MIDI files and lyrics. The software utilizes advanced artificial intelligence and machine learning technologies to generate human-like vocal performances, offering a diverse selection of AI singers across various musical styles. Users can customize vocal characteristics such as pitch, vibrato, breath, emotion, and formant to achieve the desired sound. The platform supports importing MIDI files, adding lyrics, and crafting realistic vocal performances, with features like voice blending and controls for breath and emotion to tailor the output. ACE Studio's user-friendly interface is compatible with both touchscreen tablets and desktop computers and can be hosted on a secure government cloud or within a local data center, enabling field operations with confidence.
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