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TText generation▧Image generation▷Video generation⌘Code generation◖Speech synthesis♫Music generation⬡3D modeling▤Document analysis
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mms-tts-idd

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mms-tts-ifa

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mms-tts-ifb

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mms-tts-ife

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mms-tts-ifk

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mms-tts-ifu

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mms-tts-ify

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mms-tts-ign

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mms-tts-ikk

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mms-tts-ilb

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mms-tts-ilo

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mms-tts-imo

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mms-tts-inb

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mms-tts-ind

facebook

This model is part of Facebook's Massively Multilingual Speech project, aiming to provide speech technology across a diverse range of languages. You can find more details about the supported languages and their ISO 639-3 codes in the MMS Language Coverage Overview, and see all MMS-TTS checkpoints on the Hugging Face Hub: facebook/mms-tts. VITS (**V**ariational **I**nference with adversarial learning for end-to-end **T**ext-to-**S**peech) is an end-to-end speech synthesis model that predicts a speech waveform conditional on an input text sequence. It is a conditional variational autoencoder (VAE) comprised of a posterior encoder, decoder, and conditional prior. A set of spectrogram-based acoustic features are predicted by the flow-based module, which is formed of a Transformer-based text encoder and multiple coupling layers. The spectrogram is decoded using a stack of transposed convolutional layers, much in the same style as the HiFi-GAN vocoder. Motivated by the one-to-many nature of the TTS problem, where the same text input can be spoken in multiple ways, the model also includes a stochastic duration predictor, which allows the model to synthesise speech with different rhythms from the same input text.

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mms-tts-iou

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mms-tts-ipi

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mms-tts-iqw

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mms-tts-iri

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mms-tts-irk

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mms-tts-isl

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mms-tts-itl

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mms-tts-itv

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