1.I hear someone singing next door.强调的是听的内容正在进行.所以用hear sb doing
2.I often hear someone sing next door.强调的是常态,所以用hear sb do sth.
类似的watch,notice...等感官动词都有这样两种结构,一个表进行,一个表常态.