× ML
A more resilient ear for AI
Acoustic data augmentation to help chord estimation models handle noise, reverberation and changes in timbre.
Explore projectI’m Manu, a software engineer and pianist. I build digital systems, investigate how machines learn to listen, and make music with other people.

From production software to audio research: selected projects that connect both sides of my work.
Acoustic data augmentation to help chord estimation models handle noise, reverberation and changes in timbre.
Explore projectAn application for analysing and preparing podcast sessions, with automation suggestions and safe project copies.
Explore project
Piano, production and conversations that turn into songs. At Wave Sonora, you hear composition as it happens.
Explore Wave SonoraI also taught music at university, connecting the classroom, the studio and the stage.
Explore my teaching experienceA digital project, audio research or a musical collaboration. Tell me what you have in mind.
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