Albini founded Electrical Audio in Chicago's Avondale neighborhood.
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He was known for his naturalistic recording philosophy and meticulous analog working methods, his biography on the studio's site said.
It was not immediately clear what led to Albini's death.
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This is a developing story; check back for more updates.