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in this work we take on the challenging task of learning to synthesize speech from normalized text or phonemes in an intimate manner resulting in models which operate directly on character or phoneme input sequences and produce raw speech audio outputs okay that wasnt the real model I just thought it sounded really funny this is a text-to-speech model and it actually sounds like this in this work we take on the challenging task of learning to synthesized speech from normalized text or phonemes in an end-to-end manner resulting in models which operate directly on character or phoneme input sequences and produce raw speech audio outputs okay now youve probably if you have listened to the text and not just how the text sounds you have gotten what this paper is about so the paper is called end to end adversarial text-to-speech by Jeff Donna Wade sander Dillman Michael I Binkowski Erik Ellison and Karen Simonian of I believe of mostly deep mind and this paper on a high level it produces