Meet Mustango: A Music Domain-Knowledge-Inspired Text-to-Music System based on Diffusion that Expands the Tango Text-to-Audio Model

Meet Mustango: A Music Domain-Knowledge-Inspired Text-to-Music System based on Diffusion that Expands the Tango Text-to-Audio Model AI News, AI, AI tools, Innovation, itinai.com, LLM, MarkTechPost, Pragati Jhunjhunwala, t.me/itinai 🎵 Introducing Mustango: A Text-to-Music System for Enhanced Control and Quality 🎵 We're excited to share the groundbreaking work of researchers from Singapore University of Technology and Design and Queen Mary University of London. They have developed Mustango, a revolutionary text-to-music synthesis system that allows musicians, producers, and sound designers to have more control over the music they create. 🔑 Key Features and Benefits 🔑 ✅ Enhanced Control: Mustango extends the Tango text-to-audio model, providing enhanced control over generated music. Users can specify conditions such as chord progression, tempo, and key selection. ✅ Music-Specific Features: Mustango incorporates a Music-Domain-Knowledge-Informed UNet sub-module called MuNet, which integrates music-specific features into the diffusion denoising process. This ensures superior performance in capturing desired chords, beats, keys, and tempo. ✅ MusicBench Dataset: The researchers introduce the MusicBench dataset, enriching existing text descriptions with music features. This overcomes the limited availability of open datasets and enables more diverse and accurate music generation. ✅ State-of-the-Art Quality: Extensive experiments demonstrate that Mustango achieves state-of-the-art music quality. It outperforms other systems, including Tango, in scenarios where control sentences are absent from the prompt. Mustango trained from scratch surpasses other variants in terms of audio quality, rhythm presence, and harmony. 💡 Practical Applications 💡 Mustango offers practical solutions for musicians, producers, and sound designers who want to have more control over the music they create. It allows them to generate music clips with specific conditions, such as desired chord progressions, tempo, and key selection. With Mustango, users can enhance their creative process and produce high-quality music that meets their exact specifications. 🚀 Get Started with Mustango 🚀 To learn more about Mustango and access the research paper and code, visit our Github repository. Stay updated on AI research by joining our ML SubReddit, Facebook Community, Discord Channel, and subscribing to our Email Newsletter. 🔓 Unlock the Power of AI for Your Company 🔓 If you're looking to leverage AI to stay competitive and transform your company, consider exploring the possibilities offered by Mustango. AI can redefine your way of work and help you identify automation opportunities, define measurable KPIs, select the right AI solution, and implement it gradually for maximum impact. Connect with us at hello@itinai.com for AI KPI management advice and stay tuned on our Telegram channel and Twitter for continuous insights into leveraging AI. 🌟 Spotlight on a Practical AI Solution: AI Sales Bot 🌟 Discover how AI can revolutionize your sales processes and customer engagement with the AI Sales Bot from itinai.com/aisalesbot. This solution is designed to automate customer engagement 24/7 and manage interactions across all stages of the customer journey. Explore the possibilities of AI for your sales team and discover how it can redefine your customer interactions. 🔗 List of Useful Links 🔗 🔹 AI Lab in Telegram @aiscrumbot – free consultation 🔹 Meet Mustango: A Music Domain-Knowledge-Inspired Text-to-Music System based on Diffusion that Expands the Tango Text-to-Audio Model 🔹 MarkTechPost 🔹 Twitter – @itinaicom