{
"name": "fufu128",
"location": "Fukui, Japan",
"focus": [
"Deep Learning for Music Source Separation",
"GPU Computing",
"Software Engineering"
],
"currentRole": "Software Engineer",
"expertise": ["React", "TypeScript", "UI/UX design", "performance optimization", "DB design", "Web API design"],
"research_interest": "target instrument extraction from musical mixtures",
"engineering_interest": [
"ML systems",
"backend development",
"Linux / container-based infrastructure"
]
}
|
|
|
research/
└─ x-vector conditioned music source separation
├─ instrument embedding
├─ FiLM-conditioned separation model
└─ evaluation on musical mixture datasets
engineering/
├─ ML experiment environments
├─ GPU server operation
└─ web / backend developmentbuilding reliable ML systems from research ideas to runnable infrastructure