According to one embodiment, a speech synthesizer generates a speech segment sequence and synthesizes speech by connecting speech segments of the generated speech segment sequence. If a speech segment of a synthesized first speech segment sequence is different from the speech segment of a synthesized second speech segment sequence having the same synthesis unit as the first speech segment sequence, the speech synthesizer disables the speech segment of the first speech segment sequence that is different from the speech segment of the second speech segment sequence.