mms-tts-smo
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mms-tts-sna
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View details ↗mms-tts-sne
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View details ↗mms-tts-snn
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View details ↗mms-tts-snp
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View details ↗mms-tts-snw
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View details ↗mms-tts-som
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View details ↗mms-tts-soy
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View details ↗mms-tts-spa
facebookThis 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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View details ↗mms-tts-spp
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View details ↗mms-tts-spy
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View details ↗mms-tts-sqi
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View details ↗mms-tts-sri
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View details ↗mms-tts-srm
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View details ↗mms-tts-srn
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View details ↗mms-tts-srx
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View details ↗mms-tts-stn
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View details ↗mms-tts-stp
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View details ↗mms-tts-suc
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View details ↗mms-tts-suk
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View details ↗mms-tts-sun
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View details ↗mms-tts-sur
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View details ↗mms-tts-sus
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View details ↗mms-tts-suv
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