The performances of a fiber laser stabilized by whispering-gallery-mode(WGM) resonator depends heavily on the coupling and system, is labile due to lasing mode competitions among excitable WGMs. Here, we propose hybrid cavity where linear coupled WGM for dual stabilizations mode, experimentally demonstrate single-mode emission with stable high signal noise ratio (up 61 dB), narrow linewidth (lo...