Chat with European music data

ESNS 2024 - Project launch presentation

• Introduced the challenges and the inspirational roadmap.
• Highlighted the need for enhanced metadata to support discovery and personalization.
• Outlined collaboration opportunities with early-stage partners.
• Set initial milestones for R&D phases and delivery goals.

Auditing and initial development

• Audited best-in-class general-purpose products (GPT4o, Claude, Gemini, Mistral)
• R&D to interpret natural language queries and match them with the soundcharts dataset
• Prevent hallucinations when data isn't available
• Metadata enrichment, including lyrics analysis and audio characteristics on 10m+ songs
• Established a feedback loop for continuous iteration and improvement.

First alpha testing with partners

• Testing on limited dataset of 50k artists and songs
• Initial 1000 queries to the chatbot gather inital user feedback

🚩 ESNS 2025 - Beta Launch 🚩

• Chat interface accepts natural language in 20+ languages
• Real-time stats on any European artist or song
• Compare any artists or songs
• Output formats are sentences, lists and tables
• Filters available now: nationalities and music genre

Beta Iterations

• Refine the user interface based on beta feedback
• Add lyrics, audio characteristics, and local publishing filters
• Improve output speed
• Improve output accuracy
• Add more output formatting options
• Improve conversational capabilities

Full Launch

• Emerge is fully released as a stable product to anyone.