TransVIP is an innovative voice-to-voice translation system developed by Microsoft Research that retains the speaker's voice characteristics and timing (i.e., rhythm and pauses) during the translation process, making it particularly useful for video dubbing scenarios. TransVIP achieves end-to-end inference through joint probability while utilizing multiple datasets for cascade processing. The main advantages of this technology include high adaptability, voice feature retention, and timing preservation, which provide significant value in multilingual communication and content localization.