AudioCraft 24-hours Hackathon

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Hackathon Kick-Off

Submission deadline!

Multi-layered Raga-based music generation with enhanced authenticity and emotional resonance

RMMM

Ifra

sgopi

Bharat Katyal

Kanwal

Ashi

devu

Raga Music Generation Pipeline: RagaCraft

Our project, RagaCraft, bridges the gap between raw human emotion and the timeless art of raga music using cutting-edge AI. Here's a deeper dive into the underlying process:

Customer Interaction: Users interact with our platform, sharing their current emotions and contextual information. For example, "I am feeling romantic today. It is Valentine's Day. I'd like a song to suit the mood."
JavaScript Selection: Our system, powered by JavaScript, scans the user's input to select an appropriate raga that resonates with the given emotion.
OpenAI Integration: To add depth and specificity, RagaCraft sends a refined request to OpenAI: "Generate a text-to-music prompt for a single romantic raga. Include parameters such as tempo, scale, pitch, and rhythm to optimize the romantic mood. Define ideal values for these features."
OpenAI's Response: The API, enriched with musical knowledge, replies with precise musical direction. For instance, "For a romantic setting, employ the Hindustani raga Kamboji. Utilize a medium-slow tempo, major scale, and a high pitch with low undertones. The rhythm should be gentle with a 4/4 signature. Dynamics can vary, with crescendos and decrescendos, ensuring a light texture and smooth timbre."
Audiogen Transformation: The detailed prompt from OpenAI is fed into Audiogen, which processes it and crafts a song that encapsulates the user's emotions.
Delivering the Experience: Our user interface then presents the generated raga song to the user, completing a journey from raw emotion to personalized musical expression. Through RagaCraft, we're redefining the way users experience and interact with traditional music forms in the age of AI.

In this hackathon, we embarked on an innovative project intersecting the realms of raga music and AI-driven audio generation. Initially, we delved deep into the intricacies of raga music and the features of advanced tools like Audiocraft and MusicGEN.

"RMMM team on AudioCraft 24-hours Hackathon Hackathon"

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