Belonging, Bias, and AI: Building an Inclusive Music Industry

Defining Belonging in Music

• 💡 Belonging is found in academic communities, professional collaborations, and cultural heritage, fostering shared interests and expression.
• 🤝 Authentic identity and connectedness, transcending geographical or cultural boundaries, are key to feeling included in the music ecosystem.
• 💬 While labels and definitions can be useful for business and data tracking, they can also limit artistic expression and identity.

The Role of Data and Visibility

• 📊 Collecting data is crucial for understanding the current landscape of the music industry and identifying areas for change.
• 🔍 Visibility in metadata allows for discovery and inclusion, especially for underrepresented groups, enabling algorithms to pick up on diverse content.
• ⚠️ However, data collection must be approached with cultural sensitivity, avoiding Eurocentric biases, as what is safe in one region may be dangerous in another.

Addressing Bias and Accessibility Barriers

• 🚪 Accessibility to education, networks, mentors, and advice is a significant barrier for many artists, hindering career progression.
• 🧠 Unconscious bias is prevalent, even in hiring, and can lead to misperceptions or limit opportunities based on appearance or background.
• 🤖 AI systems amplify existing societal biases if not trained on diverse data, leading to outputs that lack representation (e.g., images of leaders).

Global Music Markets and Economic Realities

• 🌍 Japan's music market is unique, self-sustaining, and highly successful due to strong infrastructure and regulations favoring domestic music.
• 📈 Latin and Arabic music are emerging global genres, demonstrating high streaming volumes, but their economic success doesn't always match popularity due to market size and infrastructure differences.
• 💰 Artist earnings are influenced by market size, geographical context, and local regulations, with significant disparities in royalty payments across regions.

Towards an Ethical and Inclusive Future

• 🛠️ Technological advancements like the internet facilitate the creation and growth of inclusive communities and advocacy groups (e.g., shesaid.so).
• ⚖️ There is an urgent need for AI regulation and ethical tech development to protect artists' intellectual property and ensure equitable systems.
• 🌱 The future music industry should feature diverse decision-makers and leaders, fostering structural change and ensuring inclusive perspectives are reflected in technology and policy.