Search for stable high-pressure compounds in the Ti-H system reveals the existence of titanium hydrides with new stoichiometries, including Ibam-Ti2H5, I 4/m-Ti5H13, I4-Ti5H14, Fddd -TiH4, Immm-Ti2H13, P1-TiH12, and C 2/m-TiH22. Our calculations predict I 4/mmm → R3m and I 4/mmm → Cmma transitions in TiH and TiH2, respectively. Phonons and the electron-phonon coupling of all searched titanium hydrides are analyzed at high pressure. It is found that Immm-Ti2H13 rather than the highest hydrogen content C 2/m-TiH22, exhibits the highest superconducting critical temperature T c. The estimated T c of Immm-Ti2H13 and C 2/m-TiH22 are respectively 127.4-149.4 K (µ * =0.1-0.15) at 350 GPa and 91.3-110.2 K at 250 GPa by numerically solving the Eliashberg equations. One of the effects of pressure on T c can be attributed to the softening and hardening of phonons with increasing pressure. arXiv:1911.09293v1 [cond-mat.mtrl-sci]