witheFlow
Experience witheFlow where AI enhances live music by dynamically adjusting sound effects. Transform every piece into an emotional experience!
Artificial Intelligence, Music & Brainwaves
Emotion AI, which emerged from the groundbreaking concept of Affective Computing, connects AI with human emotions through biosignals. Utilizing sensors to measure brainwaves, heart rate, skin conductance, and other physiological signals, researchers can detect and analyze emotional states. witheFlow will leverage these methods to create a reliable “ground truth” for emotions, enhancing AI’s ability to interpret and respond to human feelings during musical performances.
State-of-the-Art
AI in Music Research
The integration of AI into music is transforming how we create, access, and experience music. From genre classification and emotion recognition to instrument identification and beat detection, AI is solving complex challenges in music information retrieval (MIR). Our team has contributed to this field with advancements in music theory ontologies, genre recognition systems, and evaluation methods for AI music composition. Explore our contributions and the state-of-the-art research driving our project.
Emotion Analysis in Performance
Automation via Brainwaves
Enhancing Expression
About THE RESEARCH PROJECT
Music’s ability to evoke emotions is complex and subjective, influenced by cultural differences and personal experiences. Music Emotion Recognition (MER) research seeks to unravel these correlations using a multidisciplinary approach, combining music theory, emotions, signal processing, and AI. By analyzing musical elements and their emotional impact, we aim to develop systems that understand and enhance the emotional depth of music, leading to applications in therapy, education, and beyond.
FROM THE PORTFOLIO
Our Work
IMPLEMENTED BY
PARTICIPATE NOW
Interested in our research or collaborating with us? Reach out to learn more about witheFlow, our team, and how you can be part of this exciting journey. Connect with us to stay updated on our progress and upcoming events.
FROM THE BLOG
Latest News
-
Join our team!
Read more: Join our team!If you want to participate as volunteers in our project click here!